{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3a500f22",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "cc66e304",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import torch\n",
    "import torch_geometric.datasets as datasets\n",
    "import torch_geometric.data as data\n",
    "import torch_geometric.transforms as transforms\n",
    "import networkx as nx\n",
    "from torch_geometric.utils.convert import to_networkx"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0988dfe9",
   "metadata": {},
   "source": [
    "## Data Handling in PyG"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bb172800",
   "metadata": {},
   "source": [
    "### Data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d4174013",
   "metadata": {},
   "source": [
    "Let's create a dummy graph"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "9dfb4ad2",
   "metadata": {},
   "outputs": [],
   "source": [
    "embeddings = torch.rand((100, 16), dtype=torch.float)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "91504905",
   "metadata": {},
   "outputs": [],
   "source": [
    "rows = np.random.choice(100, 500)\n",
    "cols = np.random.choice(100, 500)\n",
    "edges = torch.tensor([rows, cols])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "32745396",
   "metadata": {},
   "outputs": [],
   "source": [
    "edges_attr = np.random.choice(3,500)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "e93f687b",
   "metadata": {},
   "outputs": [],
   "source": [
    "ys = torch.rand((100)).round().long()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "630500ee",
   "metadata": {},
   "source": [
    "Convert the graph information into a PyG Data object"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "5fd37207",
   "metadata": {},
   "outputs": [],
   "source": [
    "graph = data.Data(x=embeddings, edge_index=edges, edge_attr=edges_attr, y=ys)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "29db56f3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Data(edge_attr=[1 0 1 1 1 1 2 2 1 0 2 0 0 2 1 2 0 0 2 2 1 0 2 0 2 2 2 2 1 0 0 1 2 1 0 1 1\n",
       " 1 2 2 0 1 2 0 1 0 0 1 0 1 2 0 2 0 1 0 2 1 2 2 2 0 2 1 0 2 2 1 0 0 2 2 1 1\n",
       " 0 2 2 2 0 2 1 0 1 0 1 2 0 1 1 1 0 0 2 0 0 1 1 0 0 0 0 2 1 2 0 1 1 2 1 0 0\n",
       " 1 2 0 0 2 0 0 1 0 1 2 1 0 2 2 2 1 1 0 2 2 1 2 0 1 1 2 0 0 2 2 1 0 1 1 1 1\n",
       " 2 0 0 2 0 0 0 0 2 2 1 0 0 1 0 2 0 0 0 2 2 0 2 2 1 0 2 1 2 0 0 0 0 2 0 2 2\n",
       " 0 2 2 2 0 2 1 1 0 0 1 1 2 0 0 1 2 1 2 1 0 0 1 2 2 1 1 2 0 2 1 0 2 0 0 1 0\n",
       " 0 2 1 1 0 0 2 2 2 1 2 1 1 2 2 2 2 1 2 2 1 2 2 1 0 2 1 2 0 2 2 2 0 1 0 0 2\n",
       " 0 0 1 1 0 1 2 0 2 0 1 1 0 0 1 1 1 1 0 0 0 2 2 1 1 2 0 1 1 1 2 1 1 1 0 0 2\n",
       " 2 0 2 2 2 1 0 2 2 2 2 1 1 2 0 0 2 0 1 0 0 1 2 2 1 0 1 2 0 1 2 2 0 1 1 2 2\n",
       " 2 2 0 0 0 0 2 2 0 0 0 0 0 1 2 2 2 1 2 1 0 0 2 0 2 0 1 2 1 2 2 1 0 1 2 2 0\n",
       " 0 1 2 0 0 2 1 0 2 1 1 2 2 1 0 2 1 0 2 0 0 0 1 0 1 1 0 2 1 1 2 1 0 2 1 1 2\n",
       " 1 2 0 0 2 2 1 1 0 0 1 2 1 0 1 0 2 1 0 2 1 2 1 0 1 2 0 0 1 1 0 2 1 0 0 1 1\n",
       " 1 1 1 1 0 0 2 0 0 0 1 0 1 2 2 2 1 1 0 0 0 0 1 1 1 2 1 0 1 2 2 1 0 2 1 2 2\n",
       " 1 0 0 1 1 2 0 2 1 0 2 0 0 0 1 2 2 2 0], edge_index=[2, 500], x=[100, 16], y=[100])"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "graph"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "962eb73d",
   "metadata": {},
   "source": [
    "Let's visualize the information contained in the data object"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "2432fe8d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "('edge_attr', array([1, 0, 1, 1, 1, 1, 2, 2, 1, 0, 2, 0, 0, 2, 1, 2, 0, 0, 2, 2, 1, 0,\n",
      "       2, 0, 2, 2, 2, 2, 1, 0, 0, 1, 2, 1, 0, 1, 1, 1, 2, 2, 0, 1, 2, 0,\n",
      "       1, 0, 0, 1, 0, 1, 2, 0, 2, 0, 1, 0, 2, 1, 2, 2, 2, 0, 2, 1, 0, 2,\n",
      "       2, 1, 0, 0, 2, 2, 1, 1, 0, 2, 2, 2, 0, 2, 1, 0, 1, 0, 1, 2, 0, 1,\n",
      "       1, 1, 0, 0, 2, 0, 0, 1, 1, 0, 0, 0, 0, 2, 1, 2, 0, 1, 1, 2, 1, 0,\n",
      "       0, 1, 2, 0, 0, 2, 0, 0, 1, 0, 1, 2, 1, 0, 2, 2, 2, 1, 1, 0, 2, 2,\n",
      "       1, 2, 0, 1, 1, 2, 0, 0, 2, 2, 1, 0, 1, 1, 1, 1, 2, 0, 0, 2, 0, 0,\n",
      "       0, 0, 2, 2, 1, 0, 0, 1, 0, 2, 0, 0, 0, 2, 2, 0, 2, 2, 1, 0, 2, 1,\n",
      "       2, 0, 0, 0, 0, 2, 0, 2, 2, 0, 2, 2, 2, 0, 2, 1, 1, 0, 0, 1, 1, 2,\n",
      "       0, 0, 1, 2, 1, 2, 1, 0, 0, 1, 2, 2, 1, 1, 2, 0, 2, 1, 0, 2, 0, 0,\n",
      "       1, 0, 0, 2, 1, 1, 0, 0, 2, 2, 2, 1, 2, 1, 1, 2, 2, 2, 2, 1, 2, 2,\n",
      "       1, 2, 2, 1, 0, 2, 1, 2, 0, 2, 2, 2, 0, 1, 0, 0, 2, 0, 0, 1, 1, 0,\n",
      "       1, 2, 0, 2, 0, 1, 1, 0, 0, 1, 1, 1, 1, 0, 0, 0, 2, 2, 1, 1, 2, 0,\n",
      "       1, 1, 1, 2, 1, 1, 1, 0, 0, 2, 2, 0, 2, 2, 2, 1, 0, 2, 2, 2, 2, 1,\n",
      "       1, 2, 0, 0, 2, 0, 1, 0, 0, 1, 2, 2, 1, 0, 1, 2, 0, 1, 2, 2, 0, 1,\n",
      "       1, 2, 2, 2, 2, 0, 0, 0, 0, 2, 2, 0, 0, 0, 0, 0, 1, 2, 2, 2, 1, 2,\n",
      "       1, 0, 0, 2, 0, 2, 0, 1, 2, 1, 2, 2, 1, 0, 1, 2, 2, 0, 0, 1, 2, 0,\n",
      "       0, 2, 1, 0, 2, 1, 1, 2, 2, 1, 0, 2, 1, 0, 2, 0, 0, 0, 1, 0, 1, 1,\n",
      "       0, 2, 1, 1, 2, 1, 0, 2, 1, 1, 2, 1, 2, 0, 0, 2, 2, 1, 1, 0, 0, 1,\n",
      "       2, 1, 0, 1, 0, 2, 1, 0, 2, 1, 2, 1, 0, 1, 2, 0, 0, 1, 1, 0, 2, 1,\n",
      "       0, 0, 1, 1, 1, 1, 1, 1, 0, 0, 2, 0, 0, 0, 1, 0, 1, 2, 2, 2, 1, 1,\n",
      "       0, 0, 0, 0, 1, 1, 1, 2, 1, 0, 1, 2, 2, 1, 0, 2, 1, 2, 2, 1, 0, 0,\n",
      "       1, 1, 2, 0, 2, 1, 0, 2, 0, 0, 0, 1, 2, 2, 2, 0]))\n",
      "('edge_index', tensor([[79, 90, 79, 47, 80, 37,  1, 58, 53, 46, 21, 48, 68, 86, 18, 10, 78, 16,\n",
      "         47, 88, 70,  0, 46, 96, 95, 27, 53, 39, 82, 53, 43, 58, 49, 94, 33, 85,\n",
      "         59, 38, 34, 45, 15,  7, 93, 12, 41, 85, 35, 91, 25, 98, 66, 51, 41, 15,\n",
      "         54,  3, 80,  6, 66,  4, 21, 57, 48,  9, 34, 82, 54,  3, 36, 59, 77, 32,\n",
      "         16, 46, 23, 91, 19, 51, 73, 71,  7, 88, 97,  6, 16, 38, 36, 19, 89, 14,\n",
      "         22, 67, 82,  1, 84, 42, 10, 81, 96, 29, 34, 73,  2, 66, 17, 30, 17, 75,\n",
      "         21, 76,  9, 24, 30, 71, 61, 31,  8, 86,  1, 50, 93, 94, 10, 69, 13, 58,\n",
      "         42, 16, 44,  9, 88, 56, 63, 44, 49, 87,  1, 47, 66, 86, 66, 24, 82, 37,\n",
      "         32, 19, 69, 70, 19, 68, 68, 90, 48, 54, 97, 95, 80, 39, 98, 29, 54, 79,\n",
      "         60,  2, 54, 81, 37, 96, 31, 67, 43,  1, 18, 12, 88, 70, 47, 44, 17,  6,\n",
      "         84, 68, 56,  5, 31, 73, 53, 29, 13, 89, 75, 99, 88, 60,  0, 45, 38, 74,\n",
      "          4, 24, 45, 18,  4, 99, 10, 13, 49, 44, 89, 88, 53, 76, 47, 84, 46, 42,\n",
      "         81, 70, 86, 54, 71, 74, 37, 33, 70, 60, 76, 73, 82,  4, 61, 98, 28, 36,\n",
      "         66, 53, 42, 38, 26, 81, 34, 49, 84, 79, 78, 24, 37, 93, 99, 32, 99, 83,\n",
      "         71, 41, 49, 88, 67, 86, 23, 12,  2, 49,  0, 35, 37, 26, 81, 27, 67, 92,\n",
      "         88, 66, 88, 46, 44, 65, 35,  5, 32, 51, 60, 38, 66, 94, 15, 28, 79, 22,\n",
      "         91, 67, 39, 58, 72, 29, 42, 72, 37, 63,  6, 64, 92, 88, 25, 65, 25, 99,\n",
      "         46, 46, 31, 63, 71, 97, 78, 22,  4, 35, 57, 33, 56, 49, 86,  6,  4, 57,\n",
      "          2,  4, 42, 94,  5, 32, 63, 67, 26, 97, 59,  3, 37, 83, 95, 10, 41, 37,\n",
      "         92, 69, 77, 12, 10, 45, 98, 88, 93, 73, 66, 74, 55, 42, 59, 61, 86, 47,\n",
      "         11, 44, 97,  1, 43, 32, 81, 42, 37, 62,  5, 41, 25, 66,  5, 29, 44, 65,\n",
      "         69, 23, 92, 55, 36, 40, 88, 68, 21, 17, 13, 81, 21, 15, 73, 70, 96, 91,\n",
      "         83,  2, 20, 68,  2, 37, 94, 29,  0, 20, 50, 43, 93, 79, 64, 13, 25, 96,\n",
      "         11,  5, 62, 77, 33, 38, 46, 20, 65, 74, 73,  5, 44, 60, 19, 91, 57, 63,\n",
      "         75, 60, 64, 41, 83, 56,  4, 99, 91, 51, 20, 43, 70, 94, 96, 39, 60, 96,\n",
      "         69, 30, 65, 51, 22, 21, 11, 17, 25,  1, 29, 25, 48, 63, 53, 53, 11, 76,\n",
      "         82, 36, 40, 15, 27, 67, 67, 72, 34, 79,  3, 20, 32, 24, 68, 63, 21, 67,\n",
      "         65, 41, 53, 23, 44, 31, 43, 34, 61, 52, 11, 96, 25, 89],\n",
      "        [67, 34, 85, 93, 98, 89, 86, 36, 96,  4, 40, 36, 64, 37, 55, 36, 93, 72,\n",
      "         10, 89,  4, 20, 95, 34,  7, 63,  5, 79, 71, 88, 22, 14, 91, 92, 45, 96,\n",
      "         71, 97,  1, 98,  3, 70, 60, 54, 68, 47, 97, 96, 70,  8, 16, 66, 76, 42,\n",
      "         77, 46, 31, 52,  0, 11, 55,  3, 28, 52, 33, 10, 85, 47, 85, 53, 29, 97,\n",
      "         84, 42, 98, 61, 33, 36, 38, 53, 10,  9, 91, 37, 79, 48, 10, 31,  2, 49,\n",
      "         73, 93, 26,  2, 12, 21, 57,  7, 95, 20, 66,  3, 32, 59, 98, 74, 51, 70,\n",
      "         60, 97, 37, 63,  6, 54, 35, 64, 44, 80, 40, 88, 62,  0, 74, 31, 92, 37,\n",
      "         38, 84, 15, 15, 79, 62, 88, 16, 12, 18, 97, 78, 43, 58, 61, 53, 55, 83,\n",
      "         24, 26, 93,  6, 11,  7, 19, 66, 65, 86,  8, 35, 92, 21,  8, 65, 67, 32,\n",
      "         14, 33, 42, 57, 42, 34, 94, 77,  4, 75, 26, 28,  0, 24, 19,  3, 29, 91,\n",
      "         21, 97, 28, 21, 88, 61, 64, 22, 67, 32, 59, 81, 46, 42, 36, 67, 56, 22,\n",
      "         59, 57,  4, 93, 36, 68, 45, 88,  3, 65,  9, 15, 23, 10, 54, 45, 47, 48,\n",
      "         97, 26, 99, 91, 12, 84, 32, 77, 35, 12, 45, 91, 75, 85,  0, 40, 55, 20,\n",
      "          8, 30, 29,  7, 73, 72,  4, 47, 49, 44, 88,  0, 99,  9, 94, 27, 60, 71,\n",
      "          8, 46, 20, 20, 27, 67, 98, 82, 23, 89, 52, 28, 14,  0, 34, 87, 47, 30,\n",
      "         86, 86, 42, 20, 66, 28, 30, 25, 78, 30, 43, 56, 25, 88, 57, 70, 35, 28,\n",
      "         39, 80, 89,  0, 73, 97, 32, 26, 22, 94, 77, 65,  4, 38, 30, 90, 21, 93,\n",
      "         92, 98, 88, 13,  3, 48, 91,  6, 84, 94,  1, 30,  1, 24, 80, 76, 76, 84,\n",
      "         60, 11, 40,  6, 58, 12, 84, 36, 64, 63, 95, 96, 13,  5, 69, 27, 74, 94,\n",
      "         58, 46, 64, 19, 15, 14, 96, 94, 71, 64,  9, 90, 16, 35, 29, 10, 31, 83,\n",
      "         96, 18, 26, 14, 59, 57, 24, 75, 24, 10, 94, 43, 76, 35, 44, 94, 25, 94,\n",
      "         67, 55, 48, 54, 19, 64, 40, 89, 40, 17, 32, 34, 80, 30, 39, 85, 24, 72,\n",
      "         10, 18, 65, 53, 11,  9, 28, 31, 21, 25, 39, 11, 26, 98, 20, 30, 51, 54,\n",
      "         49, 56, 67, 72, 88, 99, 30, 46, 24, 87, 18, 96, 43, 16,  1,  9, 94,  3,\n",
      "         88, 95, 42, 76, 55, 21, 32, 42, 93, 69, 13, 97,  8,  5, 81, 60, 11, 27,\n",
      "          8, 87,  6, 71,  8, 78, 97, 46, 44, 54, 91,  8, 97, 15, 92, 10, 94, 73,\n",
      "         27, 39, 58, 98, 86, 53, 21, 91, 45, 28,  6, 21, 78, 36, 84, 50, 91, 71,\n",
      "          4, 64, 81, 73, 91,  2, 60, 85, 97, 98, 16, 76, 50, 70]]))\n",
      "('x', tensor([[0.2429, 0.1813, 0.8344,  ..., 0.3107, 0.1948, 0.8732],\n",
      "        [0.1826, 0.6016, 0.2309,  ..., 0.7122, 0.5423, 0.4957],\n",
      "        [0.4082, 0.2509, 0.5874,  ..., 0.6772, 0.9460, 0.6756],\n",
      "        ...,\n",
      "        [0.4560, 0.4150, 0.9391,  ..., 0.4267, 0.7009, 0.9749],\n",
      "        [0.3168, 0.7209, 0.8229,  ..., 0.1221, 0.5474, 0.5286],\n",
      "        [0.7565, 0.4058, 0.9497,  ..., 0.2575, 0.6780, 0.3699]]))\n",
      "('y', tensor([0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 1, 1, 1, 0, 1, 0, 1, 0, 0, 1, 1, 1, 1,\n",
      "        1, 0, 1, 1, 0, 1, 1, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 0, 1, 0, 0, 0, 1, 1,\n",
      "        1, 0, 0, 1, 0, 0, 0, 1, 0, 0, 1, 1, 0, 1, 1, 0, 0, 1, 0, 1, 1, 0, 0, 1,\n",
      "        1, 1, 0, 0, 1, 1, 1, 0, 0, 0, 1, 1, 1, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 0,\n",
      "        0, 1, 1, 0]))\n"
     ]
    }
   ],
   "source": [
    "for prop in graph:\n",
    "    print(prop)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "e9247e40",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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iIiIiFWEwQkRERDniZw5GAMDCwgKrVq2CoaEh+vfvj0+fPmm6JCIiIlIBBiNERESUI372YAQAevXqhVq1aqF48eIYPnw4hBCaLomIiIiyicEIERER5YjcEIxIJBJs3LgRYWFhuHbtGnbu3KnpkoiIiCibGIwQERFRjggODv7pgxEAMDMzw8aNG5GcnIyxY8ciJCRE0yURERFRNjAYISIiIrWLjo5GXFwczMzMsmz7owcjANC5c2c0a9YMFSpUQL9+/ZCcnKzpkoiIiEhJDEaIiIhI7UJCQmBlZQWJRJJl258hGAGANWvWIDQ0FBEREfjrr780XQ4REREpicEIERERqZ2854sAP08wYmRkhC1btuDTp09YvHgxbt++remSiIiISAkMRoiIiEjtcmMwAgCtW7fGL7/8AltbW/Tu3Rvx8fGaLomIiIgUxGCEiIiI1C63BiMAsGzZMrx58waFCxfGtGnTNF0OERERKYjBCBEREaldbg5GChQoAHd3dzx//hy7d++Gv7+/pksiIiIiBTAYISIiIrXLzcEIADRu3BguLi4oX748+vfvj8+fP2u6JCIiIpKTRAghNF0EERER5W4WFha4fPkyrKyssmwrhICOjg4SExOhra2dA9WpRnx8PGrVqoWSJUuiSJEi2LVrl6ZLIiIiIjlwxQgRERGpVWJiIj5+/IgSJUrI1V4ikcDQ0PCnWzViYGCA7du349atW7h27Rp2796t6ZKIiIhIDgxGiIiISK1CQ0NRvHhx6OjoyN3nZ9xOAwD29vYYPnw4ihYtitGjRyM0NFTTJREREVEWGIwQERGRWilyvsh3P2swAgAzZsxAbGwsGjdujH79+kEmk2m6JCIiIsoEgxEiIiJSq7wWjOjp6WH79u04f/48IiMjsWrVKk2XRERERJlgMEJERERqldeCEQCoWrUqJkyYAF1dXfz555+4e/eupksiIiKiDDAYISIiIrXKi8EIAEyYMAESiQStW7eGi4sLEhISNF0SERERpYPBCBEREamVMsHIz3grzX9pa2tj+/btOHXqFMzMzDBz5kxNl0RERETpYDBCREREapVXV4wAQPny5TFnzhx8+fIFO3fuxNmzZzVdEhEREf0HgxEiIiJSG5lMhtevX8PKykqhfrklGAGA3377DYULF0br1q3Rr18/fP36VdMlERER0b8wGCEiIiK1efv2LYyNjWFgYKBQv9wUjGhpaWHbtm3w8fFB3bp1MXLkSE2XRERERP/CYISIiIjURpltNEDuCkYAwMrKCkuXLsXDhw8RFBQELy8vTZdERERE/4/BCBEREakNg5H/6d+/P0qVKoXGjRtj1KhReP36taZLIiIiIjAYISIiIjViMPI/EokEmzdvhre3Nzp37oz+/ftDJpNpuiwiIqI8j8EIERERqQ2DkdSKFy+OtWvX4uzZs4iMjMS6des0XRIREVGex2CEiIiI1CY4OJjByH84OzujRo0aqFy5MubPn48HDx5ouiQiIqI8jcEIERERqQ1XjKRv/fr18PX1Rb9+/dC7d28kJiZquiQiIqI8i8EIERERqYUQgsFIBooUKYJNmzbhwIEDKFGiBGbPnq3pkoiIiPIsBiNERESkFhEREdDT00OhQoUU7pvbgxEA6NChAxwcHFCkSBFs374d58+f13RJREREeRKDESIiIlILZVeLAHkjGAGAlStX4ty5cxg2bBj69u2LyMhITZdERESU5zAYISIiIrVgMJK1QoUKYevWrfj777/RtGlTjB49WtMlERER5TkMRoiIiEgtGIzIx8HBAV27dkV8fDwuXryIAwcOaLokIiKiPIXBCBEREakFgxH5LV68GDdv3sTAgQPx+++/4+3bt5ouiYiIKM9gMEJERERqkZ1gxNDQEHFxcZDJZCqu6sdkaGiI7du3Y82aNXBxccHAgQMhhNB0WURERHkCgxEiIiJSi+wEI9ra2tDX10dcXJyKq/px1a9fH/3798fTp0/x8eNHuLq6arokIiKiPIHBCBEREalFdoIRIO9tpwGAOXPm4MWLF+jWrRvmzJmDR48eabokIiKiXI/BCBEREalcdHQ04uLiYGZmpvQYeTEY0dfXh4eHB5YvX45x48bBxcUFiYmJmi6LiIgoV2MwQkRERCoXEhICKysrSCQSpcfIi8EIANSsWROjRo1CYGAgihYtinnz5mm6JCIiolyNwQgRERGpXHa30QB5NxgBgKlTp+Lz589o0qQJ3NzccOnSJU2XRERElGvpaLoAIiIiyn0YjGSPjo4Otm/fjsaNG2P+/Pno06cP/vnnHxQsWFDTpREREeU6XDFCREREKsdgJPsqVaqEadOmYffu3WjSpAnGjh2r6ZKIiIhyJQYjREREpHIhISEoXbp0tsbI68EIAIwZMwYSiQTly5fHmTNncPjwYU2XRERElOtwKw0RERGpHFeMqIaWlha2bduGOnXqYPXq1Rg+fDjq1auHYsWKabo0IiKiXIMrRoiIiEjlGIyojrW1NRYuXIhVq1ZhwIABGDRoEIQQmi6LiIgo12AwQkRERCqVmJiIjx8/okSJEtkaJ3/+/IiNjVVRVT+3oUOHokiRItDX18f79++xadMmTZdERESUa3ArDREREalUaGgoSpQoAW1t7WyNwxUj/yORSLBlyxbUrFkTGzZswLBhw+Dg4IAKFSpoujQiIqKfHleMEBERkUqpYhsNwGDkvywsLPDXX39h9uzZmD59Ovr06YOkpCRNl0VERPTTYzBCREREKsVgRH169+6NChUq4N27dzA2NsbChQs1XRIREdFPj8EIERERqVRwcDCDETWRSCTYuHEjPDw8MGLECGzcuBFBQUGaLouIiOinxmCEiIiIVIorRtTL3Nwc69evx4QJE7BixQq4uLggOjpa02URERH9tBiMEBERkUoxGFG/rl27ol69erhy5QoaNmyI8ePHa7okIiKinxaDESIiIlIpBiM5Y82aNTh8+DC6du2KU6dO4dixY5ouiYiI6KfEYISIiIhUJjk5Ga9fv0bJkiWzPRaDkcwZGxvDzc0No0aNgqurK4YOHYrw8HBNl0VERPTTYTBCREREKvP27VuYmJjAwMAg22MxGMlamzZt0K5dO+zbtw/9+vXDkCFDIITQdFlEREQ/FQYjREREpDKq2kYDMBiR17JlyxAYGIg6derg1atX2LJli6ZLIiIi+qnoaLoAIiIiyj0YjOS8ggULwt3dHT179sTevXvRpUsXNGvWDOXKldN0aURERD8FrhghIiIilVFHMMKtIVlr0qQJevTogbVr12LGjBno06cPpFKppssiIiL6KTAYISIiIpVRZTCiq6sLLS0tJCYmqmS83G7BggW4c+cOzM3NUaBAASxatEjTJREREf0UGIwQERGRyqgyGAG4nUYR+fLlg4eHB8aMGYMlS5Zg3bp1uHbtmqbLIiIi+uExGCEiIiKVYTCiWfb29hg2bBhmzZqFNWvWwMXFBbGxsZoui4iI6IfGYISIiIhUQgjBYOQHMGPGDLx+/RoxMTGwt7fHxIkTNV0SERHRD4230hAREZFKREREQE9PD4UKFVLZmAxGFKenpwcPDw84ODjA398fHTt2RIcOHdCuXTtNl0ZERPRD4ooRIiIiUglVrxYBGIwoq2rVqpgwYQLGjh2Lbdu2YfDgwfj48aOmyyIiIvohMRghIiIilWAw8mOZMGECYmNjcf/+ffTq1QtDhw7l1cdERETpYDBCREREKsFg5Meira0NDw8PzJs3D/369cPz58/h7u6u6bKIiIh+OAxGiIiISCVCQkJQunRplY7JYCR7ypcvj9mzZ2PIkCHYvn07Jk2ahBcvXmi6LCIioh8KgxEiIiJSCa4Y+TH99ttvMDQ0xMmTJzF16lT07dsXycnJmi6LiIjoh8FghIiIiFSCwciPSUtLC1u3bsWKFSvQokUL6OnpYenSpZoui4iI6IfB63qJiIhIJRiM/LhKlSqFJUuWoH///ti/fz/q16+PNm3aoFatWpoujYiISOO4YoSIiIiyLTo6GvHx8TA1NVXpuAxGVGfAgAGwtLTE9u3bsWrVKri4uCAuLk7TZREREWkcgxEiIiLKtpCQEFhZWUEikah0XAYjqiORSLB582Zs2rQJ5cuXR/Xq1TF58mRNl0VERKRxDEaIiIgo29SxjQZgMKJqxYsXx5o1a9C3b1+sWLEChw8fxqlTpzRdFhERkUYxGCEiIqJsCw4OZjDyk+jevTuqV6+OFStWYNu2bRg4cCAiIiI0XRYREZHGMBghIiKibOOKkZ/L+vXrsWfPHujq6sLZ2RnDhw+HEELTZREREWkEgxEiIiLKNgYjP5ciRYpg48aN6N+/P6ZOnYqHDx9i586dmi6LiIhIIxiMEBERUbapKxgxNDRkMKImHTt2RLNmzTBz5kx4enpi3LhxCAkJ0XRZREREOY7BCBEREWUbV4z8nFatWoWTJ0/i3bt3mDhxIvr27Yvk5GRNl0VERJSjGIwQERFRtiQkJCAiIgIlSpRQ+dgMRtSrUKFC2LJlCwYPHoyBAwcCAFasWKHhqoiIiHIWgxEiIiLKltDQUJQoUQLa2toqH5vBiPq1aNECnTt3xtixY+Hh4YHly5fjn3/+0XRZREREOYbBCBEREWWLurbRAAxGcsqSJUsQFBSEGzduYMWKFXBxcUF8fLymyyIiIsoRDEaIiIgoW9QZjBgYGEAqlUIqlaplfPrG0NAQ7u7u+P3339G6dWvY2tpi2rRpmi6LiIgoRzAYISIiomxRZzAikUh4M00OadCgAfr164cRI0bA1dUVXl5e8Pf313RZREREasdghIiIiLJFncEIwO00OWnu3Ll4+vQpTp48ia1bt2LAgAH4/PmzpssiIiJSKwYjRERElC0MRnIPfX19eHh4YNy4cbC1tUXnzp3x22+/abosIiIitWIwQkRERNnCYCR3qVmzJkaNGoXBgwdj8eLFuH37Nnbt2qXpsoiIiNSGwQgREREpLTk5Ga9fv0bJkiXVNgeDkZw3ZcoUREREYMeOHdi5cyfGjBmDV69eabosIiIitWAwQkREREp7+/YtTExMYGBgoLY5GIzkPF1dXXh4eGDGjBkwMjLC2LFj0b9/f8hkMk2XRkREpHIMRoiIiEhp6t5GAzAY0ZRKlSph6tSp6N+/PyZMmIDExESsWrVK02URERGpHIMRIiIiUhqDkdztjz/+AACsXbsWO3bswKJFi3D37l0NV0VERKRaDEaIiIhIaQxGcjdtbW24u7tj0aJFiI+Px9KlS9G7d28kJCRoujQiIiKVYTBCRERESmMwkvtZW1tjwYIF6Nu3L1xcXFCuXDnMmDFD02URERGpDIMRIiIiUlpISAhKly6t1jkYjGje0KFDYWJigiVLlmDz5s3YtWsXAgMDNV0WERGRSjAYISIiIqVxxUjeIJFIsGXLFqxZswahoaFwc3NDv3798OXLF02XRkRElG0MRoiIiEgpQggGI3mIpaUl/vrrL/Tt2xcODg7o0KEDRo0apemyiIiIso3BCBERESklIiIC+vr6KFiwoFrnYTDy4+jduzfKly+POXPmYNmyZbh69Sq8vLw0XRYREVG26Gi6ACIiIvo55cRqEYDByI9EIpFg48aNqF69Ojp27AjPnR5YvXw42jVNRsECuoDEENAtB+iUAyT8+RsREf0cGIwQERGRUhiM5E3m5uZYv34dTh6ZhTmT62PHhqYAgoDvN/jGnwK0zADDDoBedU2WSkREJBcGI0RERKQUBiN5lBDo2iYJXZtVARCVfhvZByB6G5CvPZCvdY6WR0REpCiucSQiIiKlMBjJo+LPAAlX5GsbdxxIvK3eeoiIiLKJwQgREREpJTg4mMFIXiPigThfxfrEHgWETD31EBERqQCDESIiIlIKV4zkQQk38L/DROQkiwCkT9VSDhERkSowGCEiIiKl5GQwEhsbq/Z5SA7KBhxJDEaIiOjHxWCEiIiIFBYVFYWEhASYmpqqfS6uGPmByJT8fRDRqq2DiIhIhRiMEBERkcJCQkJgZWUFiUSi9rkMDQ0RFxcHmYznVGicRF/JfgaqrYOIiEiFGIwQERGRwnJqGw0AaGlpwcDAAHFxcTkyH2VCp3TO9iMiIsoBDEaIiIhIYTkZjADcTvOjiIi2hkym2CqhZJEP0K2spoqIiIiyj8EIERERKYzBSN6yfft2mJmZoYRlJWz2uKdQ3y2ewRDQUVNlRERE2cdghIiIiBTGYCRvsbW1RVRUFBITEzF2+hmcu/xGrn4ynRrYuusFXF1d1VwhERGR8hiMEBERkcIYjOQtRYsWRdGiRaGtrY2kJKD/yMvY5H4fycnpH4grTZYA+dpCq2BfeHjswJw5c/Do0aMcrpqIiEg+DEaIiIhIYQxG8g5/f3/UqVMHI0eORIcOHZCcnIxXoW8xfPxplKnpjhl/XoK370tcuPIGx04GY+z0cyhd3R2HTsYBEi1UqFAB8+fPh4uLCxITEzX9doiIiNKQCCGEposgIiKin0dCQgIKFSqE2NhYaGtr58icHTp0wLBhw9CxY8ccmY8AIQSWLl2KVatWwdPTEw4ODoiMjMTQoUNx8OBBJCUlpemjpaWVcq2ytrY2Ll++DHt7ewgh0LFjR9SoUQMLFizI6bdCRESUKZ6ERURERAoJDQ1FiRIlciwUAbhiJKdFRkZiwIABCAsLw9WrV1GyZEkAQKFChbBhwwb4+flBIpEgIiIiVT+ZTAZdXV1IJBJ06dIFxsbGAACJRAI3NzfUrFkT7du3R4MGDXL8PREREWWEW2mIiIhIITm9jQZgMJKTHj58iLp168LU1BTnzp1LCUW+W7x4MZycnNCxY0cMGTIEwLfgo2jRoqhRowb+/vtvWFpaYvfu3ShXrlxKv2LFimHjxo3o06cPoqKicvQ9ERERZYbBCBERESmEwUjudeDAATRp0gQTJ07Epk2boK+vn+r5q1ev4ObmhsmTJ+PIkSOYPn06gG9baN68eYNbt26hb9++SEhIwJMnT9KM36lTJzRv3hxjxozJibdDREQkFwYjREREpBAGI7mPVCrFpEmTMH78eJw4cQIDBw5Mt92sWbMwYsQI3Lx5E3Z2dnjw4AEAwMTEBFpa3/5ZKZFI0L59e/j4+KQ7xsqVKxEYGIjDhw+r5b0QEREpimeMEBERqYosBki4CiQ9AGRfAIkOoF0C0KsN6FYEJLnj5xEhISFo3Lhxjs7JYER9Pnz4gB49ekBLSwvXr1+Hqalpuu3u3LmDkydP4smTJ+jbty969+4Nb29vAN+2yfybo6Mj1qxZg3HjxqUZp2DBgtixYwe6du2KevXqpelLRESU03LHv9CIiIg0SQgg/izwZS4QdwSQPgVkH4Dkt0DiDSB6ExC5Akh+p+lKVYIrRnKPq1evws7ODnXr1sXJkyczDEUAYMqUKZg+fTqkUinOnDmDrl274uLFi8iXLx/Mzc1TtW3RogWuXr2KyMjIdMdq0KABBg8ejEGDBoEXJBIRkaYxGCEiIsquuONA7CEAiRm3SX4NRK4BpG9yrCx1YTCSO/z9999wdHTE6tWr8eeff2Z6y1BAQACePHmCYcOGYf/+/WjTpg0KFSqEkJAQGBsbpwlGChQogAYNGsDPzy/DMWfPno33799j06ZNKntPREREymAwQkRElB1Jj4D4jD/8pSJigWh3QEjVWpI6JScn4/Xr17CyssrReRmMqE58fDwGDx6MVatW4cKFC+jSpUum7WUyGSZNmoQ///wTenp68PT0RO/evQF8u9a3RIkSaYIR4Nt2mozOGQEAXV1d7Ny5EzNnzkz3oFYiIqKcwmCEiIgoO+JOKdZeFg4k3lFPLTng7du3KFKkSJrbStSNwYhqfD8fJjIyEkFBQahYsWKWffbu3QstLS1069YNr169wv3799GuXTt8+vQJMpkMFhYWGQYjx48fh0wmy3BsGxsbzJkzBy4uLkhKSsrWeyMiIlIWgxEiojxECIG3sVG4HfEONz6+xaMvHxGTlMn2D8pc8kdA+kLxfglBqq8lh2hiGw3AYEQVTp8+jbp166JHjx7Yu3cvChQokGWfhIQETJ8+HcuWLYNEIsHu3bvh5OQEPT09nDhxAgCgo6OTbjBStmxZGBkZ4ebNm5nO8dtvv6FIkSJYsGCBcm+MiIgom3grDRFRHiCEwMOvH3H1w2t8SohP9UwLEpQrZIxGRa1gpG+goQp/UtJXyvVLDlNtHTmIwcjPRwiBJUuWYPXq1di9ezeaN28ud98NGzagcuXKaNq0KQDA09MT69atAwD4+/sDAOLi4tINRoD/baepXbt2hnNIJBJs3boVNWrUQLt27VCvXj256yMiIlIFrhghIsrlhBDwe/MCJ8OepwlFAEAGgSeRn7Dz+V2ERn/VQIU/MyWX/oufd5UOg5GfS2RkJJycnHDo0CFcu3ZNoVDky5cvWLRoERYvXgwAuHv3Lr58+YJGjRoB+HajTf78+fHx48csg5GsFC9eHK6urujTpw+io6PlrpGIiEgVGIwQEeVyl8PDcO/zhyzbJcqSceTVE3xOJzyhDEgKKtdPS8l+PwAGIz+PBw8eoE6dOjA3N8e5c+dgaWmpUP8lS5agQ4cOqFy5MoBvq0V69eoFLa1v/3wMCQmBpaUlwsPDMwxGGjVqhCdPnuD9+/dZzufk5ISGDRti/PjxCtVJRESUXQxGiIhysaikBFz9IP/1sImyZFx4r+T2kLxI1xqArsLd7j9NhqenJ3x8fBAf/3MFUQxGfg779u1D06ZNMXnyZGzcuFHhw3LDwsKwefNmzJ07F8C3m2l27dqVchsNAMTExKB27dqZBiN6enpo2bJlynkkWVmzZg1OnTqFY8eOKVQvERFRdjAYISLKxe5+CocMQqE+zyI/IZoHsspHYgDoZ3x2QkYGDP8bw4YNQ4cOHXD37l01FKY+wcHBDEZ+YFKpFBMnTsSkSZNw8uRJDBgwQKlxZs2ahWHDhqWsMrlw4QKMjIxQtWpVAMDLly8hhECjRo0ghED+/PkzHEve7TQAUKhQIXh4eGDo0KEIDw9XqnYiIiJFMRghIsrFgpU4M0QAeBXDs0bkkZycjKnzzuLTZ/lXfbjvfohrN98iJiYGtWrVgr29vRorVC0hBF69eqXRYEQIxYK+vCQ8PBytW7fG7du3cf36ddjZ2Sk1zr179+Dj44PJkyenvObp6ZlqtYiPjw+0tLRgbm4Oc3NzSCSSDMdr164dTp8+Lfd1vI0bN0b//v0xePBg/n4TEVGOYDBCRJSLxUiVW/kRI+cHmLwsKCgIhoaGWLx0Axx7HMHnL1mHIydOB+P3SYGQSCTQ1tbG27dv0a1bNwQHB6u/YBX4+PEj9PX1UbBgzp+RoqOjAx0dHSQkJOT43D+DoKAg1K5dG/Xr18eJEydQpEgRpceaMmUKpk2bhsKFCwMAEhMTceDAAfTs2TOlzfnz5yGEQMGCBTPcRvNdsWLFUK5cOVy4cEHuGubOnYuwsDC4ubkp9yaIiIgUwGCEiCgX05Eo99e8jhb/85CZS5cuoVOnTkhM/BY8Xbn+DrWa78a+I08hlcrStH/zLhozFl5Dx15HERubCCEEbG1t8fz5c1SrVg12dnaYMWPGD38bh6bOF/mO22nSEkJg06ZN6NixI9auXYuFCxdCW1tb6fECAwPx8OFDjBgxIuW1EydOoHLlyrCyskp57datW9DT00N8fDyKFi2a5biKbKcBvp1NsnPnTkydOhXPnj1T7E0QEREpiP/yJSLKxczzZbzvP9N+Bsr1y+2EEFi1ahW6dOkCNzc3rFixIuVZ8KtIOA88jtI13DFg1GnM+PMSNnm8RcdePihVfRsWrw5CcvK3bQFly5bFzZs3kS9fPsycORP//PMPXr58CRsbG+zcuRMyWdpw5UfAYOTHEhcXh0GDBmHNmjW4cOECOnXqlK3xZDIZJk6ciIULF0JPTy/l9f9uowGA169fw8LCAu/fv89yxQigeDACALa2tpg5cyb69OkDqVSqUF8iIiJFMBghIsrFbI3MFO5jpGeAEoYF1FDNzy0yMhLdunXDzp07ceXKFRQvXhxTpkxBx44dU/2E/vXbKLjvuo+FK65h1KRDCDj/BlKpLOUMhvHjx+Ply5eYM2dOSp+SJUvC09MTXl5eWL16NRo0aICgoKCcfotZYjDy4wgODkajRo0QExODoKAgVKhQIdtj7tu3DwDg7Oyc8lpkZCR8fX3x66+/prwmk8kQGxub5Y00/2ZnZ4fPnz/jxYsXCtU0atQoFChQAIsWLVKoHxERkSIYjBAR5WKlCxRGUQVXf9w8cBReXl6IiIhQU1U/nzt37qB27dowNzfHxYsXoaOjgyZNmqB69eo4fPgwEhIS0K1bt1Shga6uLqRSKWJjY2FoaAhLS0vcu3cPy5cvx99//40///wT+/fvTzXP90BkxIgR6Nq1K/r27Ys3b+S/blndGIz8GE6dOoV69eqhd+/e2LNnDwoUyH6QmZiYiGnTpmHp0qXQ+tdWuoMHD6J58+YwMTFJee3GjRsAgPr168sdjGhpaaFdu3YKrxrR0tKCu7s71q1bh2vXrinUl4iISF4MRoiIcjGJRILCr94j5vMXudpfP3oC66fNRv/+/WFjY8MbIQC4u7ujRYsWmDNnDlxdXREXFwd7e3sYGRkhMDAQWlpaSExMxJkzZxAQEICYmBi4uLhg5syZ8PX1xf379+Hm5oawsDBUrFgRADBw4ED8/vvv6NGjB+7du5dqPi0tLfTr1w+PHj2ChYUFqlatij///BPx8fLffKMuDEY0SyaT4c8//0T//v2xZ88ejBs3LtPbYBSxceNGVKxYEc2bN0/1enrbaE6cOAEdHR1UrFhR7mAEUG47DQBYWFhg7dq1cHFxydO//0REpD4MRoiIcjFfX18M7NEL9bQLZLpyRALg3jFf7J21EAAglUqxbds2lX3o+hl9P79hyZIlOHv2LHr16oWEhAQ0atQI0dHRCAoKQv78376me/fuRZ06dWBtbQ1DQ0NER0ejcuXKaNWqFWxtbdGjRw9IJBJs3749Zfy1a9eiQYMGqF+/Pr58+ZJm/oIFC2LRokW4du0arl+/jkqVKuHAgQMaDasYjGjO169f0bVrVxw7dgxXr15Fs2bNVDr2woULsWTJklSvv337Fjdu3ECHDh1SvR4UFASJRAIbGxuFgpFWrVrh4sWLSv0eOjs7o06dOpg4caLCfYmIiLLCYISIKJc6efIk+vTpg8OHD6NVg0boVbYKOpUsj+eXruLjqzBEfviI0PsPcWbrTsT7XcK8PoMgZDJoaWlBCIGjR4/+sIeAqtuzZ89Qv359xMXF4dq1a7C1tYVMJkOnTp3w9OlTBAQEwNLSMqW9q6trqls8/vthUSKRoGHDhli7dm2qec6cOQMjIyPUqlUrw6+1tbU1Dh48iC1btmDu3Llo3rw5/vnnH9W+YTkxGNGM+/fvo06dOihRogQCAwNTfe+pwtKlS9G+fXtUrVo11et79uxBp06dkC9fvlSvP3jwADKZDFZWVgoFI4ULF4a9vT38/f2VqnPdunU4fvw4jh8/rlR/IiKiDAkiIsp1jh8/LszMzMSlS5dSvb506VJhaGgoAAhtbW0BQAAQ+fLlE0ePHhXdu3cXhQoVEr169RL6+vqiU6dOIiEhQUPvQjMOHDggzMzMhKurq5DJZCmvjxgxQujp6Yldu3alan/16lVRqlQpIZVKU14rV66cePz4cap2x48fF1paWiIuLi7V6+Hh4cLQ0FC0bt06y9qSkpKEq6urMDc3F0OHDhXh4eHKvEWlREZGCkNDw1Rfk5zWt29fsW3bNo3Nrwl79+4Vpqamwt3dXS3jh4WFCRMTE/Hq1as0z+zs7ISfn1+a1/X19YWlpaUQQoiiRYuKN2/eyD3f8uXLxdChQ5WuNzAwUJQoUUJ8+PBB6TGIiIj+iytGiIhymePHj6Nfv344evQo6tevn/J6VFQUZs6cmXLtZXJyMoBvZ1pIpVJ4eXlhz5498PPzg5+fH0aNGoVTp06hRYsWiI6O1sh7yUlJSUkYP348xo8fDx8fH4wYMSJlK9GKFSuwdetWTJkyBT179kzVb8OGDRg+fHiqm2nSu8K0bdu20NfXT7NqxMzMDGfPnoW/vz8mT56caY06OjoYMWIEHj16BENDQ9ja2uKvv/5CYmJidt66XEJCQmBlZaXR7VV5acWIVCrF+PHjMXnyZJw6dQr9+vVTyzyzZ8/GkCFDULJkyVSvP378GG/evElz5kh8fDwSEhJSVjlFRETA1NRU7vkcHR1x/PhxpbeENW3aFL169cLQoUN5BhIREakMgxEiolzE29sb/fv3x7Fjx1CvXr1UzwoUKABvb2+MGzcOJUqUgKWlJRo2bAhdXV08ffoUO3bsAADUqVMHf/31Fw4ePIh58+bh1q1bqFevHsLDwzXxlnLE69ev0axZMzx+/Bg3btyAvb19yrMDBw5g+vTp6NChQ6ordgHg06dPOHjwIAYOHJjyWlxcHBISElC4cOFUbSUSCRwcHODm5pZm/tq1a2Pbtm1YtmwZdu/enWW9xsbGWLlyJc6fPw8/Pz9UrVpV7dsLNL2NBsg7wcj79+/RsmVL3L9/H9evX0fNmjXVMs+DBw9w7NgxTJkyJc0zT09P9OjRI1XgBwABAQGQSCSoUaMGPn36hEKFCkFXV1fuOStWrAg9PT3cuXNH6boXLFiA58+fw93dXekxiIiI/o3BCBFRLnHs2DEMGjQI3t7eqFu3bprnEokELVu2RO3atVGnTh2EhobiwoULqF+/Pu7fv5+qrYuLC5ycnHD8+HGsWrUKISEhqF27Nl68eJFTbyfHnD59GrVr10aHDh1w9OjRVNeSXrp0CX369EHlypWxa9euNKsl3N3d0aFDh1SrQz58+ABzc/N0V1ZMnz4dT58+Tfew1T59+mDs2LHo06eP3GeI2NjY4MSJE1i5ciXGjh2Ldu3a4eHDh/K9cQUxGMkZV65cQe3atdG4cWP4+PigSJEiaptrypQpmDJlCoyMjFK9LoRI9zYaAPD394e+vr7CN9J8J5FIlL6d5jt9fX3s3LkTkyZNwpPnz3H3Uzi8Xj6A68PrWPfgGrY/vY3z717ha6Lmb3IiIqKfA4MRIqJc4MiRIxg8eDC8vb1Rp06dTNu+efMGJUqUSPl1w4YNcfHixTTtFi1aBAMDA9y+fRubNm3C169fUa9ePdy6dUvl9WuCTCbDvHnz0LdvX+zatQtTp06Fltb//rP4+PFjtGvXDsbGxjh16hT09PTS9N+4cSN+++23VK9n9mGxfv36KFiwIJYtW5bu8xUrVqBp06Zo1KgRPn36JPd7ad++Pe7evYvWrVujSZMmGDNmDD5//ix3f3kwGFEvIQQ2bNiAX375BevWrcP8+fPTrNZQpXPnzuHu3btpvn+Bb7fO6OrqolatWmmeXb9+HVpaWgrfSPNv2Q1GAKBq1aqYunQR9r15Cr83LxAWE4n4ZCkSZcmISIjDtY9vsO3JbVwOD+OWGyIiyhKDESKin9zhw4cxdOhQ+Pj4pNoCkpHXr1/DwsIi5dcZBSPa2trYtWsX/Pz8EBMTgy1btiAxMREODg4ICAhQ6XvIaR8/fkT79u3h7++PGzdupDlH4d27dynXofr7+6f7U3t/f38YGhqmOscFSP98kX9r3759yral9Jw6dQpFihRBzZo1U86BkYeenh7Gjh2LBw8eID4+HjY2Nti4cWPKmTLZxWBEfeLi4jBgwACsX78eFy5cQKdOndQ6nxACEydOxMKFC6Gvr5/m+ffVIumtenr69CkSExNRoUIFpYORpk2b4t69e4iIiFCqfgB4Ff0V2nWqIp+xUYZtZBC4HB6GwHchSs9DRER5A4MRIqKf2KFDhzBs2DCcOHECtWvXlqvPf1eM1K9fH9evX0dSUlKatkZGRjh69ChmzJiBYsWKYfv27QAAJycn7N27VzVvIodduXIFdnZ2qFGjBvz9/VG8ePFUz6Ojo9GyZUtERUXh4MGDsLGxSXccV1dX/Pbbb2k+PIaHh6No0aIZzj9jxgyEhYXhzZs36T7X1tbGrVu3EBERgVatWin47r4d5rpx40b4+vpiz549qFWrlkqCLAYj6vHy5Us0bNgQ8fHxuHLlCipUqKD2Offv3w+pVIoePXqkeZaUlAQvLy/06tUr3b4fPnyAkZERChQooHQwYmBggGbNmuHkyZMK9wWAxORknAh7hmQ5V4LciniHl1GqXUFFRES5C4MRIqKf1IEDBzBixAicPHky3SXvGflvMGJkZIQyZcpkuEWmQoUK8PDwgLOzM2rWrJly1sbIkSOxZs2abL+PnCKEwJo1a/DLL79g7dq1WLx4MXR0dFK1kUql6Ny5M0JDQ7FixQq0aNEi3bFCQ0Nx9uzZdD88ZvVhsXLlyjAxMcHChQszbGNiYoKLFy/i3LlzGDt2rJzvMLUaNWrgzJkzmD17NgYNGoSuXbtm64wYBiOq5+vri3r16qFPnz7YvXs3ChQooPY5ExMTMW3aNCxdujTV1rHvTp8+DWtra5QtWzbNs0+fPkEqlaJatWoAsv5ez0x2ttPc//IBMdK0QW5mrn5IP4gkIiICGIwQEf2U9u/fj99//x0nT55U+MaK/26lATLeTvNdmzZtMGHCBHTq1AlNmjSBl5cXZDIZli1bhqlTp/7we/gjIyPRvXt3bN++HVeuXMEvv/ySpo0QAkOHDsWtW7cwcOBADBs2LMPxNm/ejN69e6f7QVaeD4tOTk7Yt29fpm2qV6+OnTt3YvXq1fDw8Mi0bUYkEgmcnJzw4MED2NnZwd7eHtOmTUNUVJRC4yQkJCAiIiJVoKYJuSUYkclkWLhwIQYMGAAvLy+MHTs2x65B3rx5M8qWLZth6JfRoavAt6vAdXR0ULlyZQDZC0bat28PX19fpbZ6PfzyQeE+r2OjEJmYoHA/IiLKGxiMEBH9ZPbt24eRI0fC19cXNWrUULj/f1eMAFkHIwAwduxYVKtWDQMGDECLFi1w8OBBxMfH4+DBgxgwYEC6W3F+BHfv3oW9vX3KKgxra+t0282bNw9Hjx5FnTp1sHz58gzHS0xMhJubG0aMGJHu86zOGAG+3U7z8eNHPHr0KNN2PXr0wKRJkzBw4EBcu3Yt07aZyZcvH6ZPn447d+4gLCwMNjY22L59O2QymVz9Q0NDUaJECbUeBiqP3BCMfP36FV26dIG3tzeuXbuGpk2b5tjckZGRWLBgAZYsWZLu85iYGHh7e8PZ2Tnd54GBgTAwMEjZXpadYMTS0hIlS5bElStXFOonhMCH+Fil5gyP/7m/d4iISH0YjBAR/UT27t2L0aNH49SpU6hevbrC/aOjo5GYmJjmes7vwUhmKz8kEgk2bdqEV69eYeHChWjatCkOHz6MT58+4d69e+jcufMP96F1+/btcHBwwIwZM7Bx40YYGBik227btm1Ys2YNihYtCi8vr0wDgEOHDsHGxga2trbpPs/qjBEAsLKyQvHixbFgwYIs38PixYvRsmVLNG3aFB8+KP6T8n+zsLCAh4cHDh48iA0bNqBevXq4dOlSlv1CQkJQunTpbM2tCj97MHLv3j3Y29vD0tISZ8+eTbNyS92WLVuGNm3aZPh3x5EjR9CgQYMMw45//vkHurq6qFixIoDsBSOA8ttp5D1bRFX9iIgo92MwQkT0k9i9ezfGjBmDU6dOpezxV9SbN29gYWGRZtl+mTJlAHw7CDIzBgYGOHToEDZt2oTDhw+jYcOG8PHxQWhoKGJjY9GiRQt8/PhRqdpUKT4+HkOGDMGiRYsQGBiIPn36ZNj25MmTGDt2LHR0dHDy5EkULFgw07G/H7qaEXk/LPbu3Rve3t5ZtgMAHx8fFC9eHDVr1lTJLTN169bFpUuXMHr0aDg7O6N3794ICwvLsP2PcL4I8HMHI3v37kXz5s0xY8YMrF+/Ps31z+r29u1buLq6Yv78+Rm2yWwbDQAEBwcjMTEx1YqRrELAzCgSjPj6+mLevHlYuXIlpDHKrRgpqJuzX3MiIvp5MBghIvoJ7Nq1C+PGjYOfnx+qVq2q9DjpbaMBvq0GkWc7DQAUL14cBw8exJAhQ3D37l3UqVMHJ06cwMOHD1GsWDE0atQIISGaux7z+fPnqF+/PqKionDt2rWU8xDSc/PmTfTs2RMSiQTHjh1DyZIlMx37/v37ePr0KTp37pxhG3mDkUmTJiEyMhJBQUFZttXW1sbNmzcRGRkJBweHLNvLQ0tLCy4uLnj06BGsra1RvXp1zJs3D7GxaT90MhhRXlJSEsaNG4epU6fi1KlT6Nu3r0bqmDNnDgYNGgQrK6t0n3/48AEXL17M9KrgT58+QSaTpfwdIs+2sczUrVsXb968watXrzJtFxwcjAULFmD27NkYP348rp/wU3iufNo6KGqQX9lSiYgol2MwQkT0g/P09MSECRNw+vRpVKlSJVtjpXfw6nfyBiMAYG9vj1WrVqFTp074+PEjatWqBT8/P1y9ehW1a9dGw4YNcefOnWzVqozDhw+jfv36GDx4MHbv3p3p6o/g4GC0b98eOjo62LRpE+rUqZPl+Bs2bMCQIUOgq6ub7nOZTIYPHz7AzMwsy7FMTU1RpkwZ/Pnnn1m2BYDChQvj0qVLuHTpEn7//Xe5+sijQIECmD9/Pm7cuIF79+6hUqVK2Lt3b6ptVQxGlPP+/Xu0bNkSDx8+xPXr1xU+KFlVHj58iEOHDmHq1KkZtvHy8oKjo2OGN+M8f/4cQghUrlwZEokE8fHxiIuLQ+HChZWuS1tbG23btsXx48dTvS6VSnHhwgVMmTIFVapUgb29faoDgy/tPajwXFVNzKGdzi08REREAIMRIqIf2o4dOzBp0iScPn0605UP8spoxQjwLRiR57yJ73r37o1u3brB2dkZSUlJqFq1Kk6fPo3AwEA4OjqiZcuWOHv2bLZrlkdSUhImTpyIMWPGwNvbG7///numt3xERESgdevW0NfXxx9//JHhYZP/FhUVhV27dmHIkCEZtvn8+TMKFiwo9zaJgQMHws/PT+5bfapUqYK9e/diw4YNcHNzk6uPvEqXLg0vLy94eHhg0aJFaNKkCW7evAmAwYgyLl++jNq1a6Np06bw9vaGiYmJxmqZOnUqJk+eDGNj4wzbZLWN5vjx49DX10/ZRvPhwweYm5tn+zad79tpvnz5gr1796JPnz4oVqwYRo4cCalUilatWsHY2BhSqTQlkHz96Amu7D8i9xxf3r7DsTUb8eDBg2zVSkREuReDESKiH9T27dsxZcoUnD59OsODPhWVWTBSs2ZNvHjxAl++fJF7vD///BP58uXD2LFjAQC2trYICAjAiRMn0LNnT3Tr1g0HDhxQRekZev36NRwcHHD//n3cuHEjy5UfcXFx6NixIyQSCZo0aYLp06fLNY+npyeaNWsGS0vLDNsoehjlqFGjkJCQgFOnTsndx8nJCdOnT8ewYcNw+fJlufvJq2nTprhx4wb69u2L9u3bY/DgwXjx4sUPEYzo6elBJpP9sDcgAd9uTdmwYQM6deoEV1dXzJs3T6O3+Vy4cAH//PNPpquMXrx4gWfPnqFVq1YZtjl//jzy58+vkhtpvnvy5AmePXuGEydOwNLSEh4eHmjYsCF27dqFunXrYsuWLXjz5g06d+6MiIgI1K1bN6XvoUUr8I+vf5ZzfH7zFhsGj8JfS5ehcuXKKg8UiYgod2AwQkT0A3J3d8f06dPh7++PSpUqqWzczLbS6Orqonbt2gpdn6mtrY1du3bB398fmzdvBgBUqFABgYGBOHr0KPr164fRo0djw4YNKqn/v/z9/WFvb4+2bdvC29sbRYoUybR9cnIyXFxc8PXrV5iZmcHNzU2un3gLIbI8dBVQ/MNioUKFYGNjk+H1qRmZP38+2rVrBwcHB7x7906hvvLQ1tbGkCFD8PjxYxQqVAivXr3Cvn37kJCQoPK5FCGRSH7oVSNxcXEYMGAAXF1dcfHiRXTs2FGj9QghMHHiRCxYsCDDG5mAb2cYOTs7Z7hFDPh2vo6+vn62bqRJSkpCQEAAxo0bhwoVKqB58+YICwtDxYoVsXXrVvTt2xe7du3CwIEDYWFhgXXr1uH+/fu4evUqvL29cf78eVSoUAEAIE1Mws6JM7F35kLEffyUdq7YOOT/8BUb+o3Ax1dhSE5Ohp2dHXr06KFQzURElDcwGCEi+sFs27YNM2bMgL+/f8pPZ1UlsxUjgGLnjHxXuHBhHDlyBDNnzsS5c+cAANbW1ggMDMShQ4fg4uKCv/76C7NmzZJ7y0hWZDIZFixYgD59+mDHjh2YPn06tLI4P0AIgbFjx+LBgweIjY3FoUOHoK+vL9d8Fy9eREJCQpYHnypzGOVvv/2GCxcuKHzbzPfDYmvWrKm2FRSFCxfG2LFjYWZmhosXL6JKlSo4duyYyn4flfGjBiMvX75Ew4YNkZiYiCtXrqB8+fKaLgkHDx5EfHw8evXqlWEbIUSW22gAIDQ0FMnJyQqvGPn48SN27NiB7t27w9zcHFOmTIGRkRH27NmDsLAwzJo1C8WKFcOAAQOwceNGjB49GkeOHMGFCxcwb948LFy4EGfOnIGdnR2Abwcmf79uXAiB2yf84Np7CNb0Gozd0+fDZ9kanFiwAqVfRWDXnD/RtEFDaGtro0SJEtDR0ZHzK0dERHkNgxEioh/Ili1bMGvWLAQEBKT8ZFaV1BGMAN9WiXz/8PP9RppSpUrh7NmzOHz4MJycnHD8+HEMGzYs29fNRkREoEOHDvD19cW1a9fQokULufr99ddfOHbsGD5+/AgfHx+5Dkj9ztXVFSNGjMgyfFHm+tKBAwdCJpNh3759CvWTSCS4ceMGYmNj0aRJE4X6KiIkJARly5aFt7c31q5di0mTJqFNmza4f/++2ubMzI8YjPj6+qJevXro168fPD09kT+/5m8/SUpKwtSpU7F06dJMv29v3bqFxMRE1KtXL8M2MpkMUVFR+PLlC8qVKwcg42BECIF79+5h0aJFaNiwIcqWLYuDBw+iTZs2ePjwIa5evYqZM2ciKioKzs7OqFq1KszMzGBsbAxPT0+cPHkS7du3R8eOHXHv3j106tQpZVWXEAIjR45E+fLlU8KRxMREvHnzBiF37+P60eMIOnAU5w4dxS+Ojnj27Bk6dOiAXr164dmzZ6hcuTI6deqEuLi4bHxliYgoN2IwQkT0g/j7778xZ84cBAQEpCwXVyUhRJbBSP369XHt2jWlViC0bt0akyZNQqdOnVI+uFpYWODs2bM4duwYHBwc8PLlSzg5OSn9wSQoKAh2dnaoXLkyAgICMtwW9F979uzB8uXLERMTg507dyp0Zkt4eDhOnDiBfv36ydVW0RUj+fLlQ82aNbFq1SqF+gFAwYIFERQUhOvXr2Po0KEK95fHvw9ebdu2Le7cuYMOHTqgWbNmGDVqFD59SruNQZ1+pGDk+8qlAQMGYN++ffjjjz+yfRipqvz9998oXbp0pueGAN/OzunVq1emdV+7dg0SiQQlS5ZM2ZLz7+/1+Ph4nDx5EiNHjkSZMmXQoUMHvHnzBrNmzcL79+9x6NAhDBw4EAUKFMCGDRtQtWpVDB8+HE2bNkVwcDDc3NwQHR0NW1tbmJiY4PHjxxg1alSarT1//vknbty4gZCQEHh7e+PTp09o3749jI2NkS9fPkgkEsTFxcHAwABhYWEYOnQorl69Cg8PDxgYGGDz5s0oWrQofv31VyQmJmbzK0xERLkJgxEioh/A5s2bMX/+fJw5c0ZtS/A/ffqEfPnywdDQMMM2xsbGKFWqFG7fvq3UHGPGjEGNGjXQv3//lO0WxYoVQ2BgIHx9fVGtWjXkz58fLVu2VOgDtRAC69atQ8eOHbFq1SosW7Ys0/MQ/i0wMBAjR45Evnz5MGfOHLRp00ah97RlyxY4OTlleqPHd8oeSDlmzBjcuHFDqcDIxsYG+/fvh5ubG1xdXRXun5X/3kijq6uL0aNH4+HDhylbK9avX5/tlUDy+lGCkS9fvqBz5844fvw4rl+/rtZVO4qKiorC/Pnzszy7Jjk5Gbt3785yG83JkydTHbwKfPu+ePToEbp06YKiRYtiwYIFsLS0hI+PD16+fIm1a9eiTZs2MDAwwKNHjzBq1ChYWVnh9OnTWLNmDR48eIARI0bgwIEDsLGxgampKUaMGIGlS5emrAb5t927d2PTpk0wNTXFsGHD0LBhQxgbG+PVq1c4cuQIZs+ejTFjxuDFixeoU6cOHj58iKFDh2LPnj34+vUrgG9n52zfvh26urro3bt3jn3PEhHRj4/BCBGRhm3atCllH/33ZerqkNVqke+U3U4DfNvesXHjRoSFhWHBggUpr5uZmSEgIACBgYEwMzND3bp10bhxY4SGhmY5ZlRUFHr27IktW7bg8uXL6Ny5s9z13L9/H87OzihdujQ6dOiQ5eGp/5WcnIyNGzfK3U+ZM0YAwNnZGVpaWti6davCfQGgU6dOmDt3LkaNGpVyzouqZHRVr6mpKVxdXeHv74+DBw+iRo0a8PPzU+nc6fkRgpF79+7B3t4eVlZWCAwMlOvPVU5avnw5WrZsiZo1a2baLjAwEMWLF8/yLKOgoCAUKlQIxsbGmDt3Luzt7XHo0CE8e/YMTk5OeP78OS5cuIApU6agcuXKkEgkkEqlOHToEFq2bIlmzZqhcOHCuH37Ng4cOAAHBwcEBATAzs4Of//9N/bv349Vq1ZleMvShQsX8Mcff6B3796IiYnBzJkzAQAPHz5EREQEGjZsiLCwMJQqVQqlSpVC1apV8fDhQxQvXhytW7fG9u3bU8bS1dXF3r17ERkZmbKNjYiICIKIiDTG1dVVWFlZiWfPnql9rhMnTohWrVpl2W779u2iW7du2ZrrzZs3wtLSUhw8eDDV658/fxZ169YVw4cPF0uXLhUlS5YU9+7dy3Cce/fuiYoVK4ohQ4aI2NhYhWoICwsTJUuWFC1atBDt2rUTSUlJCr+Po0ePijp16sjdvkGDBuL8+fMKzyOEEE2bNhWVK1dWqu93Xbp0Efr6+iI0NDRb4/xbmzZthLe3d6ZtZDKZOHTokLC2tha//PKLePr0qcrm/6/OnTun+b7KSbt37xampqbCw8NDYzVk5u3bt8LExES8fPkyy7YDBgwQK1asyPB5TEyMOHLkiChYsKDQ1tYW5ubmYty4cSIgIEDUrFlTXLt2LU2f9+/fi4ULF4qSJUuKBg0aCE9PTxEfH5/y/MGDB8LR0VFYW1sLLy8vIZPJUuYqWLCg+Pz5c6rxnjx5IooWLSo2bdokTE1NU31vzZ07V4wePVoI8e374sCBA0IIITZv3iz69+8vhBDi7NmzomLFiinz/Pu9NWnSRAwfPjzNMyIiynsYjBARaci6detEqVKlxPPnz3Nkvi1btoh+/fpl2e7Zs2eiRIkS2f6wcPXqVWFqairu3LmT6vWvX7+KRo0aiYEDB4rt27cLc3NzceHChTT9PTw8hKmpqXB3d1d47i9fvohq1aqJDh06iMqVK4uvX78q9R7atm2r0PzlypUTjx8/VmquY8eOCS0tLfHp0yel+gvxLaCwsbERZmZmqT6MZoeNjY24e/euXG3j4uLEokWLRJEiRcTEiROV/rpnpnfv3mLHjh0qHzcriYmJYsyYMcLa2lrcunUrx+eX1/Dhw8X48eOzbBcXFyeMjY3F69evU70eEhIiXF1dRfv27UXBggVF8+bNhY6OjihZsqQ4d+5cSjtLS0sREhIihPj2fXfp0iXRu3dvYWRkJAYNGiRu3ryZatz379+LESNGCFNTU7FixYp0vz/btWsn9u7dm/Lrjx8/inLlyon169eLatWqCTc3t1TtK1eunPJ3R+3atUVQUJAQQojz58+LunXrptRWtWpV4efnl2a+yMhIUadOHTFu3DiGI0REeRy30hARacC6deuwfPlynDlzBtbW1jky5+vXr+U6rNTa2hrJyckpt8soy97eHqtXr0anTp3w8ePHlNcLFSqEEydO4OXLl/Dz88O2bdvQuXNnHD16FMC3gxyHDRuGBQsWICAgQK5DT/8tMTERTk5OsLS0xPXr1+Ht7Y1ChQopXP/z589x/fp1ODs7y91H2TNGAKBdu3bQ09PD+vXrleoPfNvK9P3w3IYNG2b7Wl0hBF69epXuVpr0GBgYYMqUKbh79y4+fvyIihUrYsuWLUhOTs5WHf+mia007969Q8uWLfH48WNcu3YNNWrUyNH55fX48WPs378f06ZNy7Ktt7c3atWqhaJFi+LKlSuYPn06qlevjlq1auHy5cvo168fXr16hePHj0MqlSIyMjJly40QAuHh4cifPz+2bt0KOzs79OnTB7Vq1cKLFy/g5uaWso0nLi4OixYtgq2tLfT09PDo0SOMGzcu3auyHR0d4ePjAwBISEhA586d0bVrVzx//hxly5bFwIEDU9rev38fX79+Rf369QEAYWFhsLS0BPDt3J1Hjx5BCAGJRILff/893T9XBQsWxMmTJ+Hv7485c+Yo9sUmIqLcRbO5DBFR3rN69WpRunRpuZa6q9Lw4cPFunXr5GrbtWtXsXPnTpXMO3nyZNGsWTORmJiY6vWYmBjRqlUr4ezsLC5duiSKFSsm/vzzT1GzZk3RrVs3pVYbyGQy4eLiIpo3by7MzMzEpUuXlK57woQJYsKECXK3j4uLE3p6etn6yXP79u1FmTJllO7/3dOnT4Wurq7o27dvtsYJDw8XxsbGSve/du2aaNCggahVq5bSW4z+a+zYsZlu/1C1ixcvCgsLCzFr1iyRnJycY/Mqo0uXLmLp0qVZtvv69auwt7cXDRo0EGZmZqJKlSpiypQp4sKFC0IqlaZqe+zYMaGtrS1MTExSvrdv3bol9PT0RJEiRYSjo6M4fvx4mq9NcnKy2Llzp7CyshJdunQRT548ybKuly9fCjMzMyGVSkWvXr3Er7/+Knx9fYWFhYX4+PFjqrazZ88WY8eOFUIIkZCQIHR1dVPVbmpqKt68eSOEECIqKkqYmJikrHD5r/fv3wsbGxuxZMmSLGskIqLcicEIEVEOWrlypShTpowIDg7O8bl/+eUXuc9mWLFihRgxYoRK5pVKpcLR0VH89ttvaZ7FxcUJR0dH0aVLF7F27VqhpaUl2rdvr/QH0KlTp4patWoJKysrsWvXLqVrjo2NFaampgqd/RISEiIsLS2VnlMIIQIDA4WWllaa7Q3K8PHxEVpaWmLVqlVKj3Ht2jVRo0aNbNUhk8nErl27hKWlpejevXuGH07lNWPGDDFv3rxsjSEPmUwm1q1bJ8zMzMSxY8fUPl92XbhwQVhZWYm4uLh0nz979kysWrVKtGjRQuTPn1/o6OiIZcuWZRnQjh07VpiYmIgGDRoIHx8f0b59e2FsbCyMjIwy3AZ47tw5YW9vL2rXri3Onj2r0PuwtbUVAwcOFPXq1ROhoaHC0tJSnDp1KlUbmUwmKlWqJC5fviyEECI4OFiULFkyVZvGjRsLf3//lF+PHj1aTJs2LcN5w8LChLW1tVi7dq1C9RIRUe7AYISIKIf89ddfwtraOtsfDJVlZ2eXsgc/K1euXBHVqlVT2dxfvnwRNjY2YuPGjWmexcTEiPLlywsDAwNx8OBBUaNGDTFixIg0P7nOiqurqyhbtqyws7MTs2fPzla927dvF23btlWoz7Vr10StWrWyNa9MJhP58+dXaKVKZhYtWiS0tLRSfUBUxP79+0WnTp1UUkt0dLSYPXu2MDExEbNmzRLR0dFKjbNo0SIxefJkldSUkZiYGNGnTx9RtWpVtR4kqyoymUw0aNBAbN++PeW1pKQkERgYKCZMmCBsbGxEsWLFxKBBg8ShQ4fEmjVrxK+//irX2PXq1RNFihQRBQsWFHZ2dmLr1q3C399f1K9fP03bJ0+eiC5duggrKyvh6empVMDZrl07YWRkJN69eyecnJzEmDFj0rS5c+eOsLKySlnBcuHChTT1DBkyRKxfvz7l148ePRLm5uaZnr3z8uVLYWVlJbZs2aJw3URE9HPjGSNERDlgxYoVWL9+PQIDA2FlZaWRGuS9rhcAatasiefPn+Pr168qmbtw4cI4evQoZs2aleo62bdv36Jdu3YoXbo02rRpg40bN+LEiRN4/Pgxunfvjvj4eLnGP3LkCObNmwcbGxuUL18es2fPzla9rq6uCl/tm53zRb6TSCTo0KEDPD09szXOd1OmTMGvv/6Kdu3aITg4WOH+GV3Vq4z8+fNjzpw5uHXrFp48eYJKlSph9+7dCp+DYmhoqNYzRl68eIEGDRogOTkZly9fVusV2qpy+PBhREdHo127dti1axd69eoFc3NzjBs3DoaGhtixYwdev34NNzc3dO7cGQcOHEDv3r0zHfPmzZsYNGgQgoKCIJPJ0K9fP1y7dg0DBgzA169fU32vR0RE4I8//kD9+vVRp04dPHr0CL169YKWlmL/zAwICMDly5dRokQJHD9+HE+ePMGiRYvStPPy8kK3bt0gkUgApD5f5LtKlSrh4cOHKb+uWLEiqlWrhn379mU4f+nSpeHn54cZM2Zgz549CtVOREQ/NwYjRERqtnz5cmzcuBGBgYEoWbKkRmqQSqX48OEDihYtKld7PT092NnZ4cqVKyqroXz58tixYwe6d++O4OBgnDlzBnZ2dmjZsiVOnjyJ/fv3w9zcHL169cK+ffugra2Ntm3b4suXL5mOe+XKFQwZMgQdOnRAREQEtm3blvKBSRk3btzA27dv0b59e4X6vX//PtvBCABMnDgR79+/x5MnT7I9FgDs2bMHFSpUQO3ateUOmr5TZTDynZWVFXbv3g1PT08sX74cjRo1wvXr1+Xur87DV0+cOIH69etj4MCB2LlzJ/Lnz6+WeVRFCIE7d+5g6NChkMlkKFu2LPbu3YvmzZvj7t27uHHjBubOnYvatWunhBShoaG4e/cu2rVrl2a8hIQE7Ny5E/Xr10eXLl1Qrlw5aGtrw9raGq1atUr5cxUeHo6iRYsiISEBK1asgI2NDZKSkvDgwQNMmTIF+fLlU/i9PHz4ED179oSXlxdCQ0MxYcIEeHp6wsDAIM179vLySnUosjzBCIAMD2H9twoVKsDX1xdjxoxJORCaiIhyPwYjRERqtHTpUmzatAmBgYFp/uGek96/fw9TU1Po6urK3adhw4a4ePGiSuto3bo1Jk2ahPr166NHjx7Yvn07Zs6cCS0tLejo6MDd3R2lS5dGp06dsGnTJlSrVg1NmjTBmzdv0h3v6dOn6NKlC/r37w8/Pz8cPnw4zQcpRW3YsAHDhg2Dtra2Qv2+f1jMrlq1aqFw4cJYtmxZtscCvq1CCQoKghACdevWVWiFhjqCke8aN26Mq1evYtCgQejYsSMGDBiAt2/fZtlPHcGITCbDvHnzMHjwYBw4cACjR4/OVrimTomJiTh9+jT++OMPlCtXDs2aNYO+vj4WL16M9+/f48iRIxgyZEiGN1Dt3r0bTk5OqW6FefXqFaZPnw4rKyt4eHhgypQpePHiBYYMGQKpVIqIiIiUG2mAb7f0fPz4Eba2tggMDMS5c+fg6uqqdDD4/v17ODo6YunSpWjevDn09PTQqlUrVK1aNU3bO3fuICEhAfb29imvpReMfL+Z5t86dOiAN2/e4ObNm5nWU7VqVXh7e2Pw4ME4deqUUu+JiIh+LgxGiIjUZPHixXBzc0NgYKBc1+SqkyLbaL5TRzDy6dMn+Pn5ITk5GbVr10aLFi1SPdfW1oabmxuqVKmCtm3bYu7cuejZsycaNGiQ5kNOeHg42rZti379+mHbtm04duxYtoOJz58/Y//+/Rg0aJDCfVWxlQb4FmQ4OTnhwIED2b5u9ztDQ0Ncu3YNjx49ynILxb+pMxgBvv1+Dxw4EI8fP4aZmRmqVq2KJUuWICEhIcM+qg5Gvnz5gk6dOuHUqVO4fv06GjVqpLKxVSU8PBzu7u749ddfYW5ujpkzZ8Lc3DxlRcWRI0fg6Ogo10oNT09P9O7dG0IInD59Gl26dEHNmjURHR2Nc+fO4dSpU+jUqRO0tbVx/Phx6Ovr4+3btyhTpgwA4PLly9iwYQOCgoKwefNmHDt2DJUqVVL6vcXFxaFTp05wcXFBv379sGDBAhQrVizD74Hvq0X+HVylF4xYWVnh8+fPiIyMTHlNR0cHw4cPl+tK7Nq1a+PgwYPo3bt3qu1/RESUS2nwfBMiolxr4cKFokKFCiq5XUQVDh8+LDp06KBQn4iICFGgQAGRlJSkkhquXr0qSpUqJcaNGyeioqJE/fr1xZw5c9JtK5PJxOjRo4WdnZ2IiIgQ27ZtE0WLFk25hSI6OlrY29uLUaNGiWLFigkfHx+V1Lhy5UrRs2dPpfq6uLikOvwyOx49eiS0tbXF1atXVTLed76+vkJLS0vua0mNjY1FeHi4SmvIzJMnT8Qvv/wirK2txaFDh9K9+tjf3180a9ZMJfPdvn1blC1bVowaNUokJCSoZExVkMlk4p9//hELFiwQ9erVE4ULFxa//vqrcHd3F+/fv09pN3fuXNGrVy+5x717966wsLAQq1evFhUrVhRVqlQRGzduFFFRUem2HzBggChRooSoVKmSePHihXB2dhYWFhbC3t4+W7c+fZecnCycnJxEr169hEwmE5cuXRJFixYVd+7cEYUKFUpzUKpMJhPlypUT169fT/V6vXr1xMWLF9OMX7NmzTQHToeHhwsjIyMREREhV41+fn7CzMxM7oOriYjo58RghIhIxRYsWCAqVqwo3rx5o+lSUqxfv14MGzZM4X62trZpPoQoSiaTifXr1wszMzNx4MCBlNffvn0rLC0tU732334TJ04U1apVE+Hh4cLb21uYmpqKo0ePCkdHR9GrVy9RuXJlsXr16mzV911ycrIoX768OH/+vFL9W7VqJU6cOKGSWoQQolixYqJbt24qG++75cuXCy0tLXHy5MlM20VGRgpDQ8N0wwl1O3XqlLC1tRUODg7izp07qZ5duXJF2NvbZ3sOT09PYWpqKnbs2JHtsVQhNjZW+Pj4iOHDhwtLS0thbW0t/vjjD+Hn55duaPPu3TthYmIiXrx4Idf4d+/eFTVr1hQGBgbC2dlZnD17NsvfWzs7O1GlShVRvnx5YWJiIubOnSuio6NF06ZNRUBAgFLv898mTZokGjduLOLj40VkZKSwtrZOuVK8bt26ws/PL1X7mzdvCmtr6zR1W1hYpHvbV8+ePdMNK11cXMTy5cvlrvPYsWPC3Nxc3L59W+4+RET0c9HR9IoVIqLcZP78+di1axcCAwNRrFgxTZeTQpmtNMD/ttPY2dkpNW90dDSGDh2KBw8e4NKlS6lu+ChWrBgOHTqEdu3aoVy5cqhWrVqqvhKJBEuWLIG+vj6aNWsGf39/HD16FC1atIC1tTUsLS3RpEkTjBo1Sqna/isgIAAGBgZo2LChUv1VdcbId71798aGDRuQnJys8HknmRk/fjxu3ryJjh074uHDhyhbtmy67UJCQmBlZaWRszZatWqF27dvY9OmTWjRogV+/fVXzJs3D6amptneSpOUlIQJEybA29sbp0+fRvXq1VVYuWJev34NHx8feHt7IzAwELVq1UKHDh3g5+eHihUrZvq1nzdvHvr165eyxSU9SUlJOHz4MNavX48nT54gNjYWx44dQ8uWLbOsLSkpCQ8fPkRSUhJsbW1x9uxZFC9eHIBqto1t3rwZhw4dwuXLl6Gvr4/hw4fDwcEBXbp0AQC0b98ePj4+qWrdu3dvmm00UqkU4eHhKbX9W3oHsALfDmHt3bs3xo4dK9fNOR06dMC6devQtm1bBAQEpDpvhYiIcglNJzNERLnFnDlzRKVKlcTbt281XUoa/fv3F3///bfC/dzd3YWzs7NSc96/f19UqlRJDBo0SMTGxmbYbteuXaJ06dKZbtmYN2+eqFixopg0aZKoVKmSKFCggChXrpxKtz907dpVbNiwQen+xYsXF2FhYSqrJyQkRGhra4tTp06pbMzvZDKZqF69ujA2NhbR0dHptvH29hZt2rRR+dyKioiIEKNGjRKmpqZi1apV4vHjx6JUqVJKjfXmzRvRqFEj0b59e/Hp0yfVFiqH5ORkcfXqVTFr1ixRs2ZNYWJiInr16iV27dol99YOIYR4/PixMDU1FR8/fkz3+Zs3b8ScOXNEiRIlRJMmTcTevXtFQECAqFKlSpZjy2QycfjwYVGhQgUBQNSvX1+4u7unalOkSJFsbbE6efKkKFq0qHj69KkQQoh9+/aJ8uXLp9rSc/36dVG+fPlUdZUpU0bcvHkz1VihoaGiePHi6c7j5eUlOnXqlOZ1mUwmatWqpfAWPHd3d2FpaSmeP3+uUD8iIvrxMRghIlKB2bNnC1tbW/Hu3TtNl5Ku1q1bi+PHjyvc7+nTp8LCwkLh7RTftyls3bpVrvZTpkwRTZs2FYmJiRm2cXZ2Fjo6OmLixImifPnyolKlSmL06NEiOTlZodrSExoaKoyNjUVkZKRS/ZOTk4Wurq7Kz6koVaqU2sKJuLg4YWpqKmxtbdP9/VV2+5W63Lt3T7Rq1UqUL19eFCpUSOH+Fy5cEBYWFmLOnDkq+Z6RV1RUlDh48KAYOHCgKFq0qKhUqZKYOHGiOHv2rNLn9zg5OYnFixenek0mk4lz586J7t27CyMjIzFs2LBU25CGDRsmFi1alOm4169fF02bNhWVK1cWbm5uAoCoVauWuHLlSkqbpKQkoaOjI6RSqVK13759W5iZmaVsWQsNDRXm5uZpzvBITk4WxYoVE0+ePBFCCHHt2jVRrly5NN+rly9fznBr1d27d0XFihXTfbZlyxbRvn17hetfv369KFOmjAgNDVW4LxER/bgYjBARZYNMJhOzZs0SlStXTnUo4o+mSpUq4p9//lG4n0wmE+bm5iI4OFiu9vHx8WLEiBGifPnyCs0nlUpFhw4dxIgRI9J97uvrK8zNzYWzs7PQ0tISZ86cEZ8/fxZNmjQRzs7OaQ5pVNSsWbPEb7/9pnT/jx8/CmNj42zVkJ65c+cKPT29bL+/jISEhAg9PT3h5OSU5tmkSZPEn3/+qZZ5lSWTyYSXl5eQSCTC0dFRPH78WK4+a9asEWZmZio7pDcrL1++FGvXrhVt2rQRBQsWFK1atRKrV68Wz549y/bYly5dEpaWlimrsKKiosTGjRtF1apVRcWKFcXq1avFly9fUvVJSEgQRYoUyfDP8atXr4SLi4soVqyY2LRpk0hKShKrVq0SBQoUEAUKFBCfP39Oafv27Vthbm6uVO2vX78WVlZWKQe3JicnCwcHBzF//vx02w8cOFCsXLlSCCHExIkTxbRp09K02bdvn+jatWu6/ePj44W+vn66gWVsbKwwNTVVavXHsmXLRMWKFX/YIJyIiBTHYISISEkymUzMmDFDVKlSJUdv7lCGsbGx+PDhg1J9u3TpIjw9PbNs9+LFC2FnZyecnJzSfDCTx9evX0WlSpWEq6trqtdv3bolzMzMhIeHhzAzMxPjxo0TJUuWFE+ePBFxcXGia9euwsHBQXz9+lXhOYUQIjExURQvXlzcvXtXqf5CCPHgwYMMfzKdHe/evRPa2trCy8tL5WN/FxAQILS0tNJ8OO3evbtcv+85LTk5WQAQS5cuFUWKFBHjxo1L9cH932JiYoSLi4uoVq2aSkKJjEilUnHhwgUxZcoUUblyZWFmZib69+8v9u3bp/T3ZXpkMplo1KiR2Lp1q3j8+LH4448/hImJiejcubPw8/PLcGXXkSNHROPGjdO8HhkZKaZNmyZMTEzE9OnTU62Y+vXXX0W5cuVEsWLFUvW5ffu2XFty/isqKkrUqlVLLFiwIOW1ZcuWiYYNG2a4+uTAgQOiZcuWQiaTiVKlSqUbtq5cuVKMHj06w3nLlSsn7t+/n+6zCRMmiAkTJij4Tr6ZM2eOqFq1aobbmYiI6OfCYISISAkymUxMmzZNVK1a9YcPRWJjY4Wenp7St4ssX748y9UUR48eFebm5mLlypXZusXk6dOnwtzcXAQGBgohhAgODhYWFhZiy5YtokyZMik3TLi5uQkLCwvx4MEDIZVKxfDhw0XNmjWVOt/Fy8tLNGnSROmahRAiMDAw3Q+eqmBjYyMaNGiglrG/W716tdDS0hJHjx4VK1euFBMmTBBlypQRy5YtSzkH4kdiaGgooqKixLt378TgwYNF0aJFxaZNm1J9wH727JmoVq2acHFxETExMSqv4fPnz2LPnj3CxcVFFClSRFSvXl3MmDFDXLlyRW1bdQ4ePCisrKxEy5Ythbm5uZg6dWq6t7H8l7Ozs9i4cWPKr5OSksTGjRtFsWLFRN++fdPdFmJjYyMaN26c5mpkPz8/4eDgoFDdUqlUdOzYUQwYMCDl74dbt24JU1PTTG/ViYyMFAUKFBABAQGiQoUK6f7dMn78eLF06dIMx+jYsWOGN189f/5cmJqaZnoGUka+35pVu3ZtpYJgIiL6sTAYISJSkEwmE1OmTBHVqlVTehVGTnr+/LnSh1UK8W0Pf/Xq1dN9lpSUJKZMmSIsLS3FxYsXlZ7j306dOiWKFi0qbt68KSpVqiSWLVsmGjRoIKZPn56qnYeHhyhevLi4c+eOkMlkYt68ecLa2jrlTAJ5NWvWTOzZsydbNXt5eaW7HUUVVq5cKXR1dVMdTKkO/fr1E7q6usLBwUEAEABEvnz5hK6uboYHtGqKmZlZqm0MN27cEI0aNRLVq1cXgYGBwsfHR5ibm4u1a9eq9Lrhx48fixUrVojmzZuLggULCkdHR7Fhwwbx6tUrlc2RnvDwcLFgwQKho6MjKlasKHbs2CH39qqvX7+KwoULi4iICCGTycTx48eFra2taNasmbhx40aG/QoWLCi6du0qhg8fnup1T09P0aNHD4XqHz16tHBwcEjZ0hIbGysqVaokPDw8suzbokUL8csvv4iZM2em+7x79+4pW3PSM2nSpFSrVP6rffv2cp+F9F8ymUz89ttvolGjRj/cnxEiIlIMgxEiIgXIZDIxefJkUaNGjZ9mCfW5c+eyteIgISFB5M+fP82WgLdv34qmTZuKVq1aqXzVzLJly4ShoaEYOXKkcHFxEb/++mu6P4XfvXt3SogihBCbNm0SxYoVE9euXZNrnvv374tixYpl+9DUtWvXZuuMksx8+vRJ6OjoKHWrkCJkMpmws7MT+fPnFwUKFBAAhKGhoZg1a5Za51VG6dKl05wNIZPJxO7du0XhwoWFgYGB2LdvX7bnSUxMFAEBAWLcuHGifPnyokSJEmLo0KHi6NGjalmF8l9BQUGiT58+wsjISDRo0EDUrl1b4aDH3d1d/PLLL+Kff/4RLVu2FBUqVBBHjhzJdJzv25V69+4tVq1alepZVltX/mv16tWiUqVKqbY7jRw5UnTv3l2u97JixQqRP3/+DLe6NWzYUJw7dy7D/lu3bhUuLi4ZPvfx8RG1atVSOkBLTk4W/fv3Fy1bthRxcXFKjUFERJqX9eXtREQEABBCYPLkyfD19cXp06dRpEgRTZcklzdv3qBEiRJK99fT00OtWrVw5cqVlNfOnj0LOzs7NGvWDCdOnICZmZkqSgUAyGQyBAUFwdzcHP7+/nj8+DG2b98OLa20/8nq0aMH1q9fj7Zt2+LatWsYOnQoNmzYgHbt2uHUqVNZzrVx40YMHjwYenp62ao5PDwc5ubm2RojI8bGxqhatSrWrVunlvG/k8g+4UrALPju74hLJzrhnPevWLnQATOmDVPrvMrInz8/YmJiUr325csX7Ny5E7a2thg1ahSGDRuGGTNmIDo6WqGxP378iB07dqB79+4wNzfH5MmTUbhwYezduxdhYWHYtGkTOnbsCENDQ1W+pRRxcXFwd3eHvb09evTogWrVquH27dsIDg7Ghg0bIJFIFBpvy5YtiIqKQuvWrdGpUyfcu3cPv/zyS6bjBAUFQUtLC+/evUPFihVTPVPke/3YsWNYvHgxjh8/DiMjIwDAiRMncPToUbnfi4WFBRISEmBra5vu87CwMFhaWmbYv1KlSnj48GGGz9u2bYsvX74gKCgoy1rSo6WlBTc3N5iYmMDZ2RlJSUlKjZMeIQTipFJEJyUiWSZT2bhERJQWgxEiIjkIITBx4kT4+/vD39//pwlFgOwHIwDQqFEjXLx4ETKZDEuWLEH37t2xbds2zJkzB9ra2iqq9JsJEybgw4cPmD17Np4/f47GjRtn+iHUyckJbm5ucHR0xKVLl9C5c2ccOnQIffr0gaenZ4b9oqOjsXPnTgwdOjTbNaszGAGAkSNH4v79+/jw4YPqBxdSIGY/8HUBdKQBaFinKKramqJxfQsM7VsWujFLgehdgEhQ/dxK+m8wcufOHdjb26NcuXI4e/Ysli5din/++QcvX76EjY0Ndu7cCVkGHyyFELh37x4WL16MRo0aoWzZsjh06BDatGmDhw8f4urVq5g1axZq1qypcCihiJcvX2LSpEmwsrKCl5cX5syZg6dPn2LChAnw8PBAkyZNULt2bbnHi4mJwcSJE3HhwgXUrFkTT548wciRI6Grq5tlX19fXxgbG+PRo0ewsbFJ9Uze7/WbN29i4MCBOHz4MEqXLp3Sd9CgQdi+fTuMjY3leh9XrlxBoUKF8M8//6R5JpPJ8Pbt20z/frOxscGjR48y/P3X0tLCiBEjsH79ernqSY+2tjZ27twJAHBxcUFycrLSYwFAdFIiLr4PhduTW9jw6Do2P76JdQ+v4VDwI7yM+gwhRLbGJyKitBiMEBFlQQiB8ePHIzAwEH5+fjAxMdF0SQp5/fo1LCwssjVGw4YNcfbsWXTq1AlHjhzBtWvX0Lp1axVV+D8rV66Er68vZsyYgYkTJ8LHxwf79u3DgQMHMu3XsWNHeHh4oHPnzjh37hwaNWqEgIAATJ06FStWrEi3z65du9C0aVOULFky23WrOxhxdnYGALi7u6t2YCEFov4GEi7g27EiGUi8CkRtAESiaudX0r+DEU9PT7Ro0QLz5s3DqlWrUj74lyxZEp6envDy8sLq1avRoEGDlFUB8fHx8PX1xciRI1GmTBl06NABr1+/xsyZM/H+/XscPHgQAwcORLFixdT6PmQyGU6ePImOHTvC3t4eycnJuHz5Mo4fPw5HR0doa2sjPDwcq1atwsKFC+UaMzk5Gdu2bUPFihXh7++Prl27YsWKFShcuLDcdQUFBaFkyZL49OkTrKysUj2T53s9NDQUv/zyCzZu3Ig6deoA+Pb36ODBg9GnTx80a9ZMrjpkMhn27duH9u3b4/jx42meh4eHw8jICPr6+hmOYWRkhIIFC+L169cZthk4cCC8vb0RHh4uV13p0dXVhZeXFz59+oTBgwdnGMRk5cnXCGx7+g+CPrxGVNL//rwlC4GX0V9wKOQxjr56gsRshi9ERJQagxEiokwIITBu3DicP3/+pwxFANWsGDEwMMC5c+dgbW2NwMBAlYQJ/+Xl5YW//voLbm5u6NevH7Zs2YKWLVvi0KFDGD58OG7fvp1p/7Zt22L37t1wcnKCv78/KleujIsXL2LLli2YMGFCqg8qQgisX78eI0aMUEnt79+/R9GiRVUyVnoKFCiAevXqYfPmzaodOM4XkD6Wr600GIg9qtr5lZQ/f358+fIFo0ePxuzZs+Hv749evXql2/Z7INKzZ0+0bdsWVlZWMDMzw/z582FpaQkfHx+8fPkSa9euRZs2bWBgYKD2+j9//oy//voLFStWxLRp09C5c2e8evUKK1asQLly5VK1nT9/PlxcXGBtbZ3luKdPn4adnR3c3Nxw4MABaGtrY9gwxbdCPXr0CFZWVqhQoUKaLWxZBSORkZFwdHTEmDFj4OTklPL65s2bERYWhvnz58tdx+XLl2FkZIS+ffvCx8cnzfOsttF8l9V2GhMTE3Tt2hVbtmyRu7b0GBgY4PDhw3j27BlGjRql8MqO55Gf4B36FElZhCrPoz7jyKvHSBbcXkNEpCoMRoiIMiCEwJgxY3Dx4kX4+fnJvfT7R5OdYEQIgY0bN6Jnz56wsLBAv379sn0eR3rOnTuHkSNHYu/evRg+fDjGjRuHX375BQBgZ2eHNWvWoFOnTlluJWnRogUOHDiAnj174uTJkyhZsiQuXLiAy5cvo2/fvkhM/PYT2MuXLyM2NhYtW7ZUSf3qXjECAKNGjUJISAhCQkJUM6AsDog/q1ifhEuALFI182eDlpYWpk2bhpcvX+L69euoVq1amjZCCNy8eRNz585F3bp1MWfOHDg4OKBGjRrQ1dVFu3bt8Mcff6By5cpq3SLzb//88w+GDBkCa2tr3LhxAx4eHrhx4wYGDRqU7naxp0+fYvfu3ZgxY0am4z548ACOjo4p56pcuHABxsbGCAsLg4ODg8J1vnv3DsWLF0+zjQbI/HtdKpXC2dkZDRs2xPjx41Nef/z4MaZPnw5PT0+F/v7w8vKCs7MzmjRpggcPHqT58x8aGqqSYAQAfv/9d2zcuDHb22Dy588PHx8fXL16FZMnT5Y7HElIluLU6xdyzxMaE4nbEe+VLZOIiP6DwQgRUTqEEBg9ejSuXLmCU6dOpRwc+DNSditNdHQ0+vTpA1dXV1y4cAHt2rXDxYsXVV7fgwcP0K1bN+zYsQOLFi1C3bp1MW7cuFRtevbsiV69euHXX39NCTcy0qRJExw5cgR9+/bFsWPHYGJiAj8/P0RGRqJjx46Ijo6Gq6srRowYke6BrsrIiWDk+4GZ2Vk1IpVK/3c2R9JtAIpujZEBCTeUnl8VLly4gNOnT8PGxgZHjhxJ9WczNjYWR48exdChQ2FpaYmePXsiMjISS5cuRXh4OA4cOICjR4/i+vXruHnzJmxtbbF//361ntmQmJiIXbt2oWHDhujYsSNKly6NR48ewdPTE/Xr1880lJk+fTrGjRsHU1PTdJ+Hh4djxIgRaNq0KVq0aIEHDx7g119/hUQigaenJ3r06KHwGUCxsbGIj49H/vz5MwxG0lsdJYTAyJEjIZFIsHbt2pT3lZiYiN69e2P+/PmoVKmS3HV830bj7OwMfX19ODg44OTJk6nayLti5Ps5I5mpVasWSpQoAW9vb7lrzEihQoXg6+uLkydPYt68eXL1efDlI+KSpQrNczPiLWQ8b4SISCUYjBAR/YcQAqNGjcK1a9d++lBECKHUipGHDx+ibt260NXVxZUrV1ChQgU0bNhQ5cHImzdv0L59eyxfvhy+vr6IjY3F+vXr0/2wuGDBAhQuXBijR4/Octz69evDx8cHgwcPxoEDB2BoaIiDBw+iZMmSaNSoEY4dO4b+/fur5D3Ex8cjPj5eoTMclGFgYIDmzZtn65yRHTt2wNjYGJ06dULoSyV/L5NfKT1/dgghsGbNGjg5OaFFixZwcHCAlpYWXr16hQ0bNsDR0RHFihXDqlWrUKlSJZw5cwaPHz/GihUr0Lx581SHjlpbW+PAgQPYunUr5s2bh+bNm6d7uGd2hIWFYebMmShVqhS2bNmC8ePH4+XLl5g+fbpc266CgoJw6dIljBkzJs2zuLg4LFq0CLa2tjAwMMDjx48xbty4lLM2hBDw9PRE7969Fa779OnT0NXVxatXr9LcSBMTEwOZTIb8+fOn6bdixQpcvnwZe/fuhY6OTsrrc+bMQfHixTF8+HCF6rh48SLMzMxSwhlHR8c022lUtZXmu99//z1bh7D+2/dAdteuXVi+fHmW7Z98jVB4jsikRLyLU+zWJSIiSh+DESKif5HJZPj9999x8+ZNnDp1Su0fdtXt69ev0NbWRsGCBeXus3v3bjRp0gTjx4/Htm3bUpb4qzoYiYyMRPv27TFs2DDExsbCx8cH+/fvz/DWDC0tLezcuRPnz5/Hhg0bshzf3t4+5YDN3bt3Q0dHB3///TdMTEwghMCXL19U8j6+rxbJie0Yo0ePxsePH3Hv3j2F+wohoK2tDW1tbRw9ehTnz/krVUNk5EfExsYq1VdZMTExcHFxwdatW3HhwgUYGRnh8OHDqF69OmrVqoXLly+jX79+ePXqFQICAjB27FhUqFAhy3GbN2+OmzdvokePHmjTpg2GDRuWrZt/hBAICAiAk5MTqlWrhi9fviAgICDlENR/BwZZjTNp0iTMnTs31RYbmUyGnTt3wsbGBtevX8eVK1ewcuXKNGcfXb16Fdra2rCzs1P4PZw5cwampqZ49OhRhlf1/vd7/cCBA1i9ejW8vb1RqFChlNfPnTsHd3d3bNmyReE/H9+30XzXvn17nDp1ClLp/1ZVqDoY6datG27fvo3Hj+U8dycLRYsWhb+/P1xdXbP8OysiIU6pOSLiletHRESpyfdfaCKiPOB7KHLnzh2cPHky1T/wf1aKrBZJSEjAuHHj4OvrCz8/P9SoUSPV87JlyyIxMRGvXr1Kc1OFohITE+Hk5IT69eujdu3a6NOnD86fP5/lOS6FChXCkSNH0LBhQ1SqVCnL2y1q1KgBPz8/tG7dGomJiXBxccHLly8xYsQING7cGN7e3qhZs2a23ktObKP5rlWrVtDW1saGDRtS/WRbKpXi/fv3CAsLQ1hYGJ48eYKHDx/i5cuXeP36NSIiIhAdHQ0hRMq2kbfvlftJ89FjZzD4j+koUqQIypUrl+p/5cuXR9myZRUK4rLy7NkzdO7cGUWKFEGVKlXQsGFDSCQSlC1bFq6urqhXr162rozW0dHB8OHD0b17d8ybNw+2traYOnUqRo4cKfd5GJGRkdixY0fKaqeRI0fC3d1d6a+Dt7c3IiIi0K9fv5TXzp07h/Hjx0MikWDnzp1o3Lhxhv2/rxZRJqy7fv06ypYti+vXr2cYjPxbUFAQhg8fDl9f31SHMn/58gV9+/aFm5ubwn8+kpOTsX//fpw9+78zcEqUKIHSpUvj0qVLaNKkCQD5g5ESJUogLi4Onz59yvQAbX19fQwaNAiurq5YvXq1QjVnxNLSEqdPn0bTpk1haGiY6vf030Rmt0JlQtl+RESUGoMRIiJ8C0VGjBiB+/fv4+TJkyr9YKdJ8gYjwcHBcHZ2hqWlJW7cuJHuShmJRJKyaiQ7wYgQAkOGDIGhoSFGjhwJBwcHeHl5oXz58nL1L1euXMr5CZcvX0aZMmUybV+lShUEBASgZcuWuHHjBszMzLBkyRLUqVMHbdq0wZ49e5Q6oPI7dQcj8fHxeP36dUroUa5cObi5ueHx48cIDQ3F+/fvERUVBV1dXWhpaSEpKQlaWlooUqQILCwsULt2bVSqVAnVq1eHVCpF9+7dAQCBF15j/O+1FK7n5Onn2LJlCxo3boxnz56l/G/Xrl149uwZnj9/jkKFCqUJTb7/T96tac+fP8eSJUvg7u4OiUQCCwsL1K9fHwsWLMChQ4cQEhKChg0bKlx/RoyNjbFy5UoMGzYMY8eOxaZNm7By5Uq0b98+wz4PHjzA+vXrsXv3brRo0QKurq5o2rRptlYPSaVSTJkyBUuWLIGOjg6ePHmCyZMn4+bNm1i0aBF69OiR6dk4UqkUe/fuVXp11/Pnz9G2bVu8evUqzZaZ/36vv3z5El26dMG2bdtQq1bq76Xff/8djo6OmX79MnL+/HkUK1Yszaqf79tpFA1GJBJJyjkjDRo0yLTt8OHDUbNmTSxcuBAFChRQuPb0WFtbw8/PDw4ODsiXL1+qlTDfFdY1QHhyjMJjG+mp/xYlIqK8gMEIEeV5MpkMw4YNw6NHj3DixIlcE4oA8h286uPjg4EDB2Ly5MkYO3Zsph/qvgcjPXv2VLqmmTNn4vHjx/Dy8oKDgwMWL16Mpk2bKjRGy5YtMW3aNHTq1AmXLl3K8gOMjY0Nzpw5g2rVqqVcIerk5ARTU1N069YNa9euTQkMFKVsMCKEwNevXxEWFpYSfHz/v6GhoQgODsabN28QGxuL/PnzQ09PDzKZDDExMUhMTMTt27dRtmxZ1K1bF7a2tihXrhzKlCkDa2vrDFfeJCUlwcDAAPHx8Th++iVehnxFmVLybxf7EBGHU4HvsetAH0yfPh3z589PEyrJZDK8ffs2VWhy4MCBlP9fX18/zSqTcuXKoXTp0nj48CF8fHxw7NgxhIWFQQiBefPmYeTIkal+j/Pnz/+/Q2RVzMbGBidOnMDx48cxduxYrF27Fn/99VfKwaFSqRRHjhzB+vXr8fDhQwwdOhR3795V6oDj9Li7u8PMzAz16tXDH3/8AU9PT0ycOBG7d++W6yrh06dPo0yZMmmu/ZXXhw8fYGVlleWNNJ8/f4ajoyOmTZuGDh06pGrn6emJmzdv4sYN5Q7q/e82mu8cHR0xePBgLFmyBEIIvH79Wq5gBPjfdpqsghErKys0adIEnp6eSl11nJHv31etW7eGoaFhytfszZs32L59O/6J/Ii6vbspNGY+bR2UMMw9/70iItIkBiNElKfJZDIMHToUT548wYkTJ1T2E8IfRWYrRqRSKWbPng0PDw8cOHAAjRo1ynK8hg0bYufOnUrXs2nTJuzduxdnzpxBr1694OTkhAEDBig11qhRo3D79m307dsX+/fvz/KGGW1tbeTLlw8XLlzAypUrMXbsWDRt2hR+fn5wdHTE+/fv5TrY9b/ev3+f5jBNmUyG8PDwdEOPf/9PIpHAyMgIhoaGkEgkSEpKQlRUFL5+/YoiRYrA1tYWFStWRJkyZVL+V6pUKVSuXBmtW7eGp6en3HVGR0dj8+bNMDAwQFJSEpKTk7Fw5X24rcr8g+K/TZpzAR8+fgYALF68GH/88UeaG1O0tLRgYWEBCwuLNIGXEALh4eF49uwZnj59irt372LdunV48uQJPn36BG1tbZiZmUEqlcLExAQTJkyAnZ0dYmJikD9//pTQTp3ByHft27dHy5YtsX79ejRp0gSdO3eGmZkZPDw8UKZMGfz+++/o2rWrSq+vjo2NxZw5c9C1a1dUqlQJzs7OePjwIczMzOQeQ9lDV4FvwYdUKkW+fPkyDUYSExPx66+/onXr1hg5cmSqNsHBwRgzZgxOnTqV7hXEWZFKpThw4EC6K17s7e0RHh6OkJAQGBoaokCBAsiXL59c48pzM813v//+O8aNG4ehQ4eq9Oyg6tWr49ixY3B0dMSoUaNw/fp1+Pr6Qk9PD9r5DFCzawfoyfl+AKCaSVHoqOhmLSKivI7BCBHlWTKZDIMHD8bz589x/PjxXBeKAN+CkfR+cvzu3Tv06tULWlpauHHjhtwrHmrVqoWnT58iKipK4ZU1x44dw5w5c3D+/HnMmDEDRYoUwaJFixQa498kEglcXV3h4OCAuXPnYu7cuZm237RpEwYMGIA//vgDLVq0QEJCAqZMmYLq1avjwoULaNOmDd6+fYs///wz0w9DiYmJePPmTUq4cfz4cQgh4OzsnBKAvH37FoULF4apqSkKFiwIXV1dCCEQFxeHL1++IDw8HAYGBrC2toa1tXWq4MPa2hpWVlYpN4ykp1u3bvDy8oJUKs3yQM9Pnz5h7dq1WL9+PZo2bQpfX1/88ssv+Pr1K/6YuAXI9wGIO5r5FxvAghVX4b7rQcqvjYyMULt2bTx9+jTDA3MzqufSpUvw9vbGrVu30KxZMwwcOBDt2rXD06dP4eLiAjs7O9jb2+Pq1aspW3QSEhJSVpjIZDI8f/4c586dQ7ly5VC8eHG1HH6rq6uLOnXqoHHjxvDw8IC2tjbGjRuHOXPmyH2QqryEEBg0aBC+fPmCly9f4ty5cwpdbwt8O6T22LFjWLFihVI1nDhxAgYGBnj+/HmaM4aAb8GIpaUlhg0bhv9j78zDqVrf//9GSJkyZCpzgwaVJmlQlCkNNBuaKErziOaSRk2iVJppQigKKUk0R6koyTxH5nHv+/dHv/b3OKZt6JzzOWe/rmtfZa3nedaz1l577b3e677ft6CgYIPtMBgMzJ8/Hxs3bmyzd09kZCR69OjR6HWLh4cHBgYGCAoKwqhRo9iOFgF+RoycO3eOrba6urqoqalBVFRUs14ureXz58/w9fUFk8nEnj17sGHDBjAYjJ+msmVlCDzsipnbNrE1lji/AIZLtK7aGAcOHDhwaBqOMMKBA4f/JAwGA9bW1khJSUFwcHCj5Sf/DWRmZjZ4ah8ZGQkzMzMsXrwYO3bsaJVxJR8fHzQ0NPDs2TNMmjSJ7X4vXryAlZUV7t69Cx8fH7x79w5PnjxpMcqjJfj5+eHn54fhw4djwIABmDWr8VD0qqoqXLhwgeWP8vjxY+jo6KCmpgbbtm2DoqIinj59CgMDAyQkJMDGxgY5OTkNoj0yMzNRVFQEGRkZyMjIQExMDN++fYOUlBRqamogICAAUVFRVFRUoLy8HJKSkpCUlGwgfigpKbWr4pGtrS28vb0RHh4OfX39RttkZ2fjyJEj8PT0xPTp0/HkyROWmeaFCxfAYDAwcOBA5OXlwW7pamxZq47BAxtGJhC3FBx2R+LwiResZcbGxoiOjkZWVhb09fXx8OHDJudaXV2NyMhI3L17F3fv3kVtbS2MjY2xefNmTJgwgfXE/8qVK1i3bh1OnDjRaKpWUVERKx3n/v37yMnJgYODA5KSklBWVgYVFZVGPU169OjR6vOsvLwc3t7ecHNzQ0VFBZYvX47z58+zoiE0NDRw7NixdnnT/JGYmBisWrUKb9++xYULF2BpadmmcQIDAzFq1Kg2e95ERERARkYGCQkJmDt3boP1v6KgkpOTERkZ2eDaceDAAfDw8GD9+vVt2j7QdBrNLyZPnozLly+jZ8+erRJG+vbty1ZlGuCn6Lp8+XK4ubm1WxgpLy+Hj48PPD09kZiYiPnz5yMqKgrp6emwsLDAypUrce/ePQBA3N0QrFm/DhkCPEAzQp9k5y4wUegLvnaYDnPgwIEDh/pw0S97eg4cOHD4j8BgMLB48WKkp6fjzp07/1pRBAA0NTVx5MgRaGlpgYhw6NAhHDlyBBcvXoSBgUGbxnRwcAA/Pz927tzJVvukpCSMHTsWZ8+eRU1NDVatWoXnz593mCcDALx58wb6+vqNVtMBgMuXL+PChQs4cuQIS+RITEzExYsX0a1bN/Dz8yMzMxMMBgNcXFzo3LkzJk2aBElJSXTq1IkV7VFcXIzs7Gx8+/YNOTk5kJGRQUlJCYYPH46xY8fWi/qQkpL6bSV8iQiSkpLQ0tJCYGD9aI/k5GQcPHgQN27cwPz587F+/fomzXI/f/6MgQMHoqamBgAwbIgUdMbKQ0SYF506CWKjozu4OikjJTUVvXr1Ql1dHTQ1NZGeno5Tp07B0dER8fHxsLKyqvc0Pi8vD8HBwbh79y4ePHgANTU1GBsbw9jYGOrq6vWOS01NDasakp+fHwYOHNji/kdHR2P9+vWIiYkB8LMqzNevX+v5mnz58gVJSUkoKiqCsrJyo6KJvLx8vZv7pKQkuLu74/Lly9DS0sKKFSswceLEesIKEcHPzw8bNmzAkCFDcPjwYSgrK7PxrjUkOTkZDg4OiI6OhpqaGnr37o2TJ0+2aSzgp2A1d+5cWFhYtKn/0KFDISUlhdevX+Pt27cN0vAGDhyI3NxcxMXFQUZGpt66V69ewcjICK9fv65XnaY11NXVQVZWFs+fP2/SVPnHjx+Ql5fHnj178OnTJ5w+fZqtsWtrayEkJIQfP36w5dVSXFwMRUVFfPz4scG+tgQR4dWrV/D09MTNmzcxatQoWFlZwdjYmJV6VVFRgRkzZiAsLAz29vbYt28ftLS0YGJiArcrl6BlNhODJk0A9x8ikzrV1GKMgioGdZMCDyeFhgMHDhw6FuLAgQOH/xB1dXVkYWFBOjo6VF5e/ndP57fTs2dP+vbtGxUVFdHUqVNp5MiRlJqa2q4x79y5QxMnTmSrbV5eHqmqqtLp06fp1atXJCEhQa9evWrX9v9MTU0NpaWl0e7du0lSUpJ2795N69evp7lz59KYMWNISUmJuLi4SEhIiNTV1cnIyIiWLFlCu3btImdnZ5KTk6Px48fT7t27afny5WRoaEgiIiLEzc1NEhISNGLECJo7dy45ODjQmTNnKCwsjL5+/Uo1NTVERDRo0CB68+ZNh+4TO6xatYr4+fmpoqKCiIjevXtHZmZmJC4uTlu2bKG8vLwWx7h9+zZxc3MTgAYvQUFBun//Pqvtjh07qGfPnlRRUUHXr1+n7t2706NHj2jGjBkEgExNTWn37t00cuRIEhERoRkzZtDFixcpNze3ye1nZmaSlpYWGRsbU1FREdv7HhsbSwMHDmSrbVlZGcXFxZGvry8dOHCAlixZQhMmTKCePXsSPz8/9e7dm4YNG0by8vIkKChIM2fOpEePHrHe36aorKykvXv3kpiYGNnb21NJSQnb8y8qKqL169eTmJgY7d69m96/f0/i4uLNHquWyM/PJxERESotLW3zGGJiYrR582YSEhIiJpNZb92TJ0+Ih4eHbt682aBfWVkZ9e7dm65fv97mbRMRhYWF0fDhw1tsN27cOJo9ezbt2bOnVeOrqalRXFwc2+1tbGxo586dbLcvKCigY8eO0cCBA0lJSYn27NlD6enpDdrFxsaSmpoamZubk6enJ8nKytKBAwdoxYoVxMPDw/oMKvdSpezyUkovK6YDJ47TypUr2Z4LBw4cOHBoHRxhhAMHDv8Z6urqyNzcnCZOnPifEEUYDAbx8vJSTEwMKSsr08qVK6m6urrd437//p2EhISotra22Xbl5eU0YsQI2rJlC2VkZJCcnBz5+fm1altlZWWUmJhIDx8+pMuXL9O+ffvIzs6Opk+fTsOGDSMZGRni5eUlOTk5GjFiBPXp04dkZWVp7969dPXqVQoNDSU3NzeSkJAgV1dX2rhxI82cOZM0NDSoW7du1LVrV1JTUyNRUVEaNGgQHT16lAICAujdu3e0du1a6tOnD6WkpDQ7RxkZGcrIyGjVfnUE7969I35+ftqzZw9NmTKFpKSkaP/+/fTjx4//a8T4QVT9nqjqFVFNAhGzssE4FRUVxMPDQ3x8fASAeHh4iJubm3h5eWny5Mmsdkwmk2bPnk2rV68mIqLAwEASEREhQ0NDEhAQIAAkJydHN2/eZOs8e/z4McnIyNDu3buJwWC0at+/fPlCysrKrerzZwoKCsjJyYlkZWVJVVWV5s6dS0uWLKGJEyeSoqIi8fHxkYqKCunr65OdnR0dPXqU7ty5Q58+faKqqirWOJmZmTR//nySlZWlCxcuNLsvNTU1dPz4cerevTtZW1tTVlYWERHNmTOn1Tf5f8bNzY3mzZvXrjG4ubnp7NmzDcSJz58/k5SUFImJiVFmZmaDfkuXLiVLS8t2bZuIyNramg4dOtRiuwMHDlDv3r3pwoULrRrfxMSEbty4wXb7d+/ekaysbLMiGYPBoNDQUJozZw6JiIiQmZkZhYeHN3oeMBgMOnLkCElISNCVK1dYy8+fP089e/YkPz8/GjNmDHFxcREPDw+Jioqy2jx79ozU1dXZnjsHDhw4cGgdHI8RDhw4/Ceoq6vDggULkJ+fj8DAQLYrGfwvk5eXB35+fkyZMgVubm7N5u23BjExMfTo0QPv379v0mCxrq4Oc+fORd++fbF582Zoa2tj5cqVMDExAfAz1LyoqKjRqi1/rN5SVVXFqnDSo0cPyMnJoXfv3pgwYQJ69OgBWVlZMBgMpKWl4du3b0hOTsb58+fh6uoKHh4e5Ofng5+fH927d8e7d++gpKQEDQ0NlueHhIQEuLi4UFxcDAMDA3z69AmrVq0CNzc3jhw5AgUFBYwePRrBwcFQV1dvsJ9MJhP5+fmtqhrSERARsrOzQURwcnKCi4sLbty48X/nde03oCoUqE3Az4fPv+AD+IcCAvoAtygA4Pz58+Dm5kZJSQmeP3+O1NRUHDt2DBcuXKjnVcHFxYVt27Zh3LhxeP78OT58+AAVFRU8efIE27Ztw7179xATE4MVK1aAl5cX06dPb3Lux48fx759+3Dx4kUYGhq2ev/bU5Xm1atXOHnyJAICAjBt2jT4+/tj+PDhDdpVV1cjJSWlXnpOSEgIkpKSkJaWBhkZGVZKjrq6OgYMGIAjR47A1dUVrq6u9crCEhECAgKwadMmKCkp4cGDB6yUoZcvX+LJkyfw9PRs0/78wsvLC46Ojm3un5iYCCaTCS4urnoVab5//47Jkydj165dWLFiRYMqRAEBAQgNDUVcXFybtw38THW5ffs2WyV+J0+ejO3bt7c6He9XyV52GThwIFRVVeHv79/Avyg9PR0XLlzAhQsXICoqCisrK7i7u0NMTKzRsbKzs7Fw4UKUlpbi+fPn9dKvFi1ahPLycmzYsAHbtm1DSUkJxowZU+9YaGho4Nu3bygsLGxyGxw4cODAoe1whBEOHDj866mrq4OlpSUKCwsREBDwnxBFysvLYWVlhbq6OkRFRbFMNzuK0aNH4+nTp40KI3V1dVi8eDFyc3Mxb948jB49GgDw7t07jB8/HpmZmcjMzAQfHx9L7Pj174gRI+ot69atG378+IHk5GR8+/YN3759w6dPnxAUFIRv374hLS0N3bp1q2duam9vj0OHDsHKygrLli1Dr169EBUVBWlp6Sb3R0REBKGhoZg8eTLLL4OHhwerV6+GlJQUJk6ciFu3bjUwsv3x4wcEBQU7tGRrczCZTPj7+8PZ2RkVFRXQ19fH/fv3YW5u/n/ndVUEUOHfxAg1QHUMUBMLCFoDvCo4cOAAtLW1wcfHh3HjxiEsLAzdunWDuro6mEwmXrx4wTJOTU1NxZAhQxAbG4s3b95AVVUVnz59goGBAVasWIGUlBRUV1dj/fr18Pf3x/Hjx+uZzJaXl2PJkiX49OkTYmJi2uzN0VphpKqqCjdv3oSbmxtyc3OxfPlyHD58uMFN/h/h5+dHnz59Gv3s1NbWIi0tjeVj8utVU1ODhIQEjBs3DuLi4tDV1YW4uDjCw8NRU1ODw4cP1xOMiAgbN27Ezp072+V19O3bN3z58gV6enptHuPevXsQEhLC58+fWftcXV2N6dOnw8TEBDNnzoSDg0O9cz0nJwc2Njbw9fWFsLBwm7cNAA8fPoSqqioUFBRabNuvXz8wGAxUVla2ahtqamq4e/duq/rY2dnBzc0Ns2bNQk1NDQIDA3Hu3Dm8ePECc+fOha+vLzQ0NJod4+7du1iyZAmWLl2Kbdu2NVrRaMWKFSgvL4ednR0OHjwIOzu7eut5eXkxatQoPHnyBNOmTWvVPnDgwIEDh5bhmK9y4MDhX01dXR3Mzc1RUlKC27dvs2W6979OYmIiZsyYge7du4OXlxchISEdNnZVVRUyMzNx7tw5PH78GCYmJg2iPbKyssDNzY0BAwagrKwMFRUVsLW1hYKCAkv0kJOTY5VHrqioQEpKCkv4+BX58ev/ABotaaukpARFRcVGha6vX79CS0sLs2bNQkFBAa5fv87W/pWXl2Pq1KmQlpbGpUuXWDcw4eHhmDdvHk6fPg1TU1NW+0+fPsHExAQJCQntPbTNUltbC29vb+zfvx+CgoJwdHTEtGnT8PXrVwwcOBCurq5YsmQJUP0KKL/K5qj8iE83gPoQXXBxceH27duYOnUqfHx8sG/fPgwePBhBQUEQExNjGadqaWmhU6dOWL9+PVJTU3Hr1i1wcXEhPT0d+vr6mDhxIs6fP49BgwZBXV0dwcHBOH/+PHR1dfHlyxeYmppCQ0MDp06dQpcuXdp8PBgMBvj4+FBXV9eswW1KSgpOnz6N8+fPQ0NDA3Z2djAyMmpVJaa2zC0hIQFbt27FnTt3wM3Njb59+7JKDIuKirLKDjMYDISHh8PPzw99+/Zts7iwd+9eZGVlwc3Nrc3znjlzJj59+gRVVVXMnz8fpqamsLCwQE1NDW7cuIHExMR65zoRwcjICMOHD8fu3bvbvN1fWFlZoX///li3bl2LbYkIvLy82L59O7Zv3872Nl69egVra2vExsay3ae2thaysrIwNDTE/fv30b9/f1hZWcHU1LTFc7iyshIbNmxAcHAwrly5gjFjxjTbPiEhAcOGDYOysjIiIiIaRIY4OzujoKAAR44cYXv+HDhw4MCBPTjCCAcOHP611NbWwtzcHGVlZfDz8/tPiCI3btzAihUr4OzsDCaTiZcvX9arFtIURISSkpIWU1tKS0shKysLMTExJCQkwNbWtl6Ex/Pnz3H8+HFER0fj3r172L9/P6KiolBZWdmk8FFUVAQFBYVGhQ8lJSV069atTdVdHjx4AAMDA1y9erXR0qNNUVlZCRMTEwgLC8PLywu8vLwAgLdv38LY2Bhbt27FsmXLAACPHz/Gtm3bEBkZ2er5sTsXT09PHDp0CKqqqnBwcICurm6946GiogIRERG8eR0D/NgFUAXb40c8zYfOtGsgIgwbNgxiYmKIjIyEkJAQtmzZAmNjY6ioqDToV1VVhREjRmD9+vVYsGABgJ8pF0ZGRpCWlkZQUBBsbW0xZcoUWFtbY/DgwXj27Bl27dqFZcuWdUi1ns6dO6OoqKiBMMZkMvHgwQO4ubkhKioK8+fPx7Jly9C7d+92b5MdSkpKsH//fnh4eMDMzAyZmZl4/fo1Dh48iJkzZyIrKwtJSUn4/Pkztm7dil69eqG8vBxJSUno2rVro9VzevXqhW7dujW6PSJC//79ce7cuXrpO61FTU0NAwcOxLt37+Dr64sbN24gNDQUjx49goCAQINz3dXVFVevXkVUVBTrM9JWampqICMjg9jYWLYq2hQWFqJnz54YOnRoqz57ZWVl6N69O0pLS1sUx0pLS3Hjxg14enoiPj4evXr1ws2bN6GqqsrWtt69e4d58+Zh0KBBcHd3h6ioaIt9Vq1aBSEhIVRVVSEqKgphYWH1xLKnT59i1apVbKUbceDAgQOH1sFJpeHAgcO/ktraWpiZmaGiouI/IYpUV1eznkyGhIRAQ0MDO3bsgJycHMsH488ix5+FDy4urgapLYMHD8bkyZNZf0tKSoKbmxtEBCkpKaxZswY9evRAfn4+rl+/jp07d2Lx4sVYunQpQkNDIS0tDXl5eXTv3r2e8KGvr8/6v6ysbL1yqB0FNzc3unfvDicnJ0yePBlCQkJs9RMQEGB5CsyaNQs3btwAPz8/hgwZgidPnkBfXx/Z2dnYtWsX8vLy6vlwdBTFxcVwd3fH8ePHoampiZs3b2LkyJGNtrW2tsbOnTvxI+8RRHnZF0UAYNwoCSjKC+Fbagni4uLg5eWFOXPmIDQ0FKtXr26yX+fOnXH16lXo6upi3LhxUFJSYqWMzJgxA4MHD8apU6egrq6OuXPnwt3dHeLi4hg6dGiHlTD+lU7zSxj58eMHLl26BDc3N3Tp0gV2dnbw9vb+y8px19XV4dy5c9i1axf09PQQFxeHHj16APgpoK1evRonT57E8ePHMWHCBKSkpKBv376IjIwEFxcXiAg5OTn1UnP8/f1Z/+fl5W1UNKmsrERlZSVGjRrVrvlnZGRg6dKlCAwMRHR0NK5evYpnz56xju8fz/UPHz5g9+7diImJabcoAvyMyOrbty/bZX4zMjKgoKCA2NhYFBUVNSka/RlBQUFISEggNTW10TQuIkJMTAzOnTsHPz8/jB8/Ho6Ojhg0aBAGDRrElpcQk8nEiRMnsHfvXhw5cgQWFhZsnfOlpaW4evUq67xZvnw5jI2Ncf/+fVZkyvDhw/H582cUFxfXS1Hj8B+EqoG6LICqAG5BgEcG4OLc1nHg0B44nyAOHDj866itrcXcuXNRXV0NPz8/8PPz/91T+m3U1NTgxYsXWLp0Kbp27YrFixfj6tWrOHDgACIiIlBXV4f9+/dDWFi4gegxfvz4esuaC+MvKyvDt2/f8Pz5c1bEBw8PD0aPHo3CwkJ06tQJ5eXlGDNmDMrKyhAZGYndu3fD1NQUCgoKf8t74O7uji1btuDt27ewtLSEn58f2wJM586d4evri3nz5sHU1BS+vr7o3LkzlJWV8fTpUxgZGSEnJwcDBgzoUGEkLy8Px44dg4eHBwwNDfHgwQMMGDCg2T4WFhbYuXMn8rMiINqyPUM9uLm5MM2wF85dTURFRQWUlZXx/v17tt4vdXV1ODg4wNLSEo8fPwYPDw8EBQVx584dLFiwAFlZWbCxscHgwYPx9etXPHnyBFOnTmX5LLTXl+WXMPIrheTmzZswMDDAhQsXoKWl1WECTEsQEe7du4eNGzdCSkoKQUFBDTwntLW18fr1a5w/fx5GRkYwMDBAWFgYfH19WfPk4uKCjIwMZGRkMHbs2AbbyM/Pryea3Lt3D0lJSXj37h0AYNiwYQ2iTFRVVSElJdXisWAymSgrK0P//v0hISGBrVu3IiIiot65/UsYqa6uhpmZGfbv38929ERL3Lx5s1Xm0BkZGZCXl4eysjJCQkJaFRHWt29fJCQk1BNG8vLycPnyZXh6eoLJZMLKygoJCQn1fIkmTZqEy5cvY+XKlU2OnZOTg4ULF6K4uLiBwWpLXL58GTo6OixxyM3NDQsXLoSJiQkCAwPBz88PPj4+jBgxAlFRUZg8eTLbY3P4F8HIBSofADVvAdT933KuLgD/SKCz7k+hhAMHDq2Gk0rDgQOHfxU1NTWYO3cu6urqcOvWrf9pUaSsrKzF1Jbv37+DiNCjRw8MGzYMPXv2ZIkdJ06cwOLFi2FpadlixMwvM8nGUl2+ffuG0tLSBqkucXFxqK6uxtatW2FoaIgjR45AV1cXo0aNwoYNG356XvxNZGVlYcCAAUhJSQE/Pz90dXWho6PTai+E2tpazJ8/HwUFBQgICGA9uS0tLcWMGTOQmpqKWbNmwcnJqV3zTU1NxeHDh1kRGxs3bmzVTdWAAQNwzWM4Bqq1/ilyXslAhD3tjPfv38PW1hYhISF4/fo1zpw502JfJpOJSZMmQVdXt15FlDdv3mDChAmorKwEDw8PkpOTISMjg5ycHCxZsgSZmZm4fPlyi6JPU9TU1EBJSQnS0tLIzc2FjY0NlixZ0qzB7u8gLi4OGzZsQHp6Og4dOgRjY+MWRYji4mIYGxvjxYsXcHJywqpVq9p8nWIwGJCXl4ePjw94eHiQlJTUwBC2srKy0UgTVVVVVrTW06dPMW7cOBw7dgwbNmzA/fv3MWHChHrb2rFjB7i5uVFaWork5OR6ok57qK6uhoyMDN6/f892lZkzZ87gxYsXGDp0KKKjo3HlyhW2t7d69WrIy8tjzZo1CAkJgaenJ8LDwzF9+nRYWVlhzJgxje5XZGQkbGxs8PHjx0bXBwUFwdraGkuWLMG2bdtaFUlDROjXrx9OnTqF8ePHs5bX1dVh3rx5qK2txa1bt8DLy4tdu3ahoqICBw4cYHt8Dv8Sqt8A5V4AGE234RIEhKyBTop/1aw4cPjXwBFGOHDg8K+hpqYGs2fPBhHh1q1bf1mlkNZCRPj+/XuLqS21tbWsaI4/R3vIyMjg+vXr8PHxwbVr1xo8YQaAwYMHs0wnf4XpNyV8ZGVlQVZWtkmfD2lp6QY3AzExMbC1tUVdXR2sra1hZ2cHAwMDDBkyBC4uLn/V4WyUXbt2ITc3F+7u7gCA3NxcjBgxAocPH25QdrMlGAwGFi1ahPT0dNy5c4dlGltTU4P+/fuzvFzaUkIzISEBBw4cQEBAAKytrbF27VrIyMi0epwTJ05gpFoMRg6VanVfdNYDuhix/nR1dUViYiJOnjzJVvf09HQMHToUwcHBGDZsGC5fvoz169fjxIkTSEhIgLOzM8TExJCamorOnTuDiHD+/HnY29tj06ZNWLduHdtmqJmZmThz5gzOnj2L0tJSbNmyBevXr++QdI7WkJWVha1btyIoKAjbt2/H0qVL2Z5DQUEB+vbti6tXr+LkyZNITEyEi4sLpkyZ0mqh4eHDh9iwYQPevHnTZJsfP37g69ev9cSSX6/i4mIoKyujtrYWqamp4OHhQf/+/XHr1i306NGj3vtia2sLfn5++Pr6Ii4uDuLi4q2aa1PcvXsXBw4cwJMnT9jus337dnBzc2Px4sUYOnQocnJy2D6HnJyc4Ovri4KCAsjIyMDKygpz585tMTWFiKCuro5jx45BV1eXtbyyshIbN27E3bt3ceXKlUavxS0RHh6ONWvW4N27dw3OgZqaGpiamkJISAhXr17FkydPYG9vj2fPnrV6Oxz+h6n5BJSdQf3y603AJQAIrwN4/toy8hw4/K/DSaXhwIHDv4KamhrMmjULXFxcf6soUldXh5ycnCbFjl+lart06dJA7Bg1alQ9EaQp09G8vDyYmZmByWTi9evXkJL6eTNcXFxcT/hITEzEpk2bkJWVhZSUFAgKCtYTPkaNGgUzMzMoKSlBXl6+1TeX/fr1Q3x8PJYtW4Y1a9ZgyZIlEBQUxMGDBzvkWLaV2tpanDlzBvfv32ctk5KSwu3bt6Gvrw9VVdVGyww3BQ8PDy5cuAAbGxsYGBggODgYwsLC4OPjw4ABA1BXV4exY8fi/v37bHskvH79Gvv27UNkZCRWrlyJr1+/su2T8GeSk5NRVlaGuPi8NgkjxCODP55l1dXVrYpg6NmzJ1xdXWFubg5tbW1ERETg0aNHrGiQrl27wt7eHiNHjkRsbCy4uLhgZWUFHR0dLFy4EIGBgbh06VKTETJEhMjISJw8eZJVHSgsLAzLly+HpqbmXyqKlJeX49ChQ3B1dYW1tTU+f/7caq+HvXv3Ys6cOTAwMICBgQHu37+PtWvX4uTJkzh69Cj69+/P9lheXl4wNzdvto2oqCiGDh2KoUOHNlhXWlqKr1+/Yv78+WAymejSpQuKi4sxevRoFBQUQElJiRVd8uTJE6Snp8PV1bVD/S1am0YD/EylGT16NOTl5SEtLY0XL14067FSVVUFPz8/eHp64tWrV+jatSvu378PdXV1trfJxcXFKt37Sxh5//495s2bh4EDByI2NpYtg9XGcHV1xYoVKxq93vPx8eHWrVswNjbG0qVLceLECcTHx6OsrIwl0nL4l0MMoOIm2BJFAIAqf5ZsF/r7ojY5cPhfhBMxwoEDh/95qqurMWvWLHTq1AnXr1//baJIRUUFS9hoSvTIz8+HhIREA9Hjz/+2pVRpdXU1fH19sWrVKgwfPhz9+/dHamoqSwj5lV7wS+g4deoUfH19oaKiAiUlpQ79Ec1kMjFv3jw8fPgQXl5eeP/+Pa5cuYKoqKi//ce6r68vjh071ugT6Js3b2Ljxo148eIFS1BiFyaTiRUrVuD169e4f/8+unXrhjFjxmDfvn14/vw5XF1dce/ePfTr16/R/r9u8J2dnfHhwwdWulFrzUGrq6vx5MkTBAcHIzg4GD9+/ICRkREqS+NxzaN1VUlKSmsxfvpjzF9gjfnz50NMTAx79+5FeXk5nJ2d2R4nMzMTgwcPhqCgIGJjYxvcOB88eBCbN2+GsbEx7ty5w1rOZDJx7NgxODs7w9nZGUuWLGHdHP4yo3RzcwODwYCdnR3mz5/P8sIxMjKCnZ3dX+K1wGAwcOnSJWzbtg3a2tpwdnaGoqJiq8dJTk7G8OHD8fHjx3rnX21tLU6dOoU9e/Zg7ty52LVrV4sRSFVVVZCVlW1VCkpjMJlMCAkJQUZGBpKSkjh06BDGjBmDiooKJCcns9Jztm3bBhEREXTu3Bk5OTlQUFBoND1HUVGR7WtwVVUVZGRk8OHDB8jKyrI9Zz09Paxfvx76+vqwt7dHp06dGk1ni42NhaenJ65duwYNDQ1YWVlBU1MTGhoaKCgoaHWETllZGRQUFPD27Vv4+/tjz549cHFxgaWlZZvTilJSUjB06FCkpqY2e+0sKyuDvr4+hg4ditjYWGzduhV6enpt2iaH/zFq4oCyC63vJ7KFEzXCgUMr4ESMcODA4X+a6upqzJgxA/z8/Lh+/Xqbnh4TEX78+NGsn0dmZibKy8shKytbT+RQVVWFtrY2a5m0tHSbn2AzmUxkZWU1me6SnZ0NIsLAgQPRo0cPiIuLY9iwYSwxRFJSkvXjPDU1FQEBAZg+fXqb5tISmzZtQnZ2NhYsWIALFy4gMjISz549+9tFEeCn6ery5csbXTd79my8e/cOM2bMwMOHD1slonFzc8PNzQ3r1q2Drq4uwsLCkJubCykpKWzYsAFSUlKYMGEC/Pz8MHr0aFY/IkJQUBCcnZ2Rn58Pe3t7WFhYtCoqIyMjgyWEPHr0CP369YORkRG8vLwwZMgQcHNzw9PzHJ6/Dm9V1IiQpBGOHZ8DDw8P7Ny5E1OnTgUPDw8UFNh3cY2MjMTcuXNha2uLK1eusMxp/8imTZtQXFwMZ2dn2Nra4vTp0wB+HtN169bBwMAAlpaW8Pf3h729PW7dugUvLy9MmDABJ06cwIQJExrceP4yX/3dPHjwAOvXr4eQkBD8/PyarA7EDlu3bsXq1asbiHK8vLxYtWoVzMzMsGPHDvTt2xfbt2+Hra0tOnVq/KdaUFAQhgwZ0i5RBAAcHBxQWVkJR0dHrF+/Hn379gUAdOnSBQMGDMCAAQNw4cIFEBHCwsKgrq6OqqoqfPv2jZWSk5iYiKCgICQlJSEjIwNycnKNiibKysr1/I5CQ0Ohrq7eKlEE+Pl5+FXxZ/LkyVi1ahVLGPnx4weuXbsGT09P5OXlYdGiRXj16hVLyCIilplta42TBQUFYWJiAh0dHUhISODZs2eNlrNuDadPn8aCBQtavHYKCgoiODgYOjo66Ny5MyIiIjjCyH+Fmvi29av9APCM79CpcODwb4YTMcKBA4f/WaqqqjBjxgwICAjg2rVrjQoSDAYDeXl5LZqY8vLyNunn8etfCQmJdpkNEhGKioqaFD5SU1PRrVu3Bh4fkpKScHV1RVFREXx8fNi6aY2JicGaNWvw/PnzNs+3KY4fPw4PDw9ERUXhypUr2LhxI6KiojBixIgO31Zr+fTpEyZMmIDU1NQmhQcmkwlTU1NISkrizJkzrX5PiQgODg4IDg7Gt2/fkJ6ezgqhv3//PiwtLeHp6QkjIyPcunUL+/btAzc3NxwcHDBz5ky2vBDq6uoQExPDEkMyMzOhr68PIyMj6OvrQ0JCokGfz58/Y8pkTTwLmYtuomwIPp2UAKHlANfPz01BQQEuXrwIZ2dn8PHxYdu2bbCwsGgybYKIcPz4cezbtw+XL1+Gvr4+Hj9+jHnz5iEuLq7R0qYLFizA5cuXYW9vj3379tXb39u3b2Pz5s1ITU3F1KlTceLEiWZTkxYuXAhtbW0sWrSo5X1tAx8+fMDGjRvx+fNnHDhwAKampu36/L969QpTp07F58+fW7wJfv/+PdasWYPc3FwcPXoUkyZNatDG1NQUxsbGWLx4cZvndObMGRw6dAhJSUn4+PEjxo4di4KCgnptvn79Ck1NTVRVVSEtLa3FlK+amhqkpqbW8zL5ZQibmpoKaWlpllDy8uVLDBs2DCtXroSKigrbkXTCwsJIT0+HiIgI6urqICUlBQ8PDwQEBODOnTuYNGkSrK2tMXHixEY/b1paWti/fz/GjRvH/sECEBwcjIULF6K8vBy5ubntFoIrKyshLy+PmJgYtiv8FBQUYNiwYSAipKamtmv7HP5HKDkB1CW3vh//OKCracfPhwOHfykcYYQDBw7/k1RVVWHatGno1KkTNmzYgNzc3EbNTHNyctCtW7cWU1uEhIQ6ZF6VlZVISUlpVPhITv75w6Yxc1MlJSUoKio2uDGIjY3FzJkzYWhoiMOHD7MdZeDj4wMvLy/cvn27Q/brj+OuWbMGT58+BS8vL0aMGIHCwkKUlpaybX74O1m9ejUEBQWxd+/eZtuVlpZi1KhRsLW1xYoVK1q9HSLC1q1b4ezsjMzMzHpPvH9FTPDz86NPnz5wcHCAoaFhizfVeXl5uH//PoKCghAWFgZFRUUYGRlh8uTJGDFiRLPH9+PHj6yUku7ihACv6ZBuJoLaPzgZOaW6sLFd1WBea9asQXV1Nb5//46wsDCYmprC1tYWw4YNY7UtLy+HtbU1EhMT4evrCyUlJVZ/e3t7JCQk4Pbt243u87hx4/DkyRM4Ojpi9erVOHv2LDw8PNCzZ0/Y2dlBQUEB1tbWGDRoENzc3Jo0+bSzs4Oamlqb3r/myM3NxY4dO+Dn5wcHBwfY2dm1Oz2PiKCrq4s5c+bAxsaG7T4BAQFYv349BgwYABcXF9bNc1FRERQVFZGWltZmv4+QkBAsWLAAO3fuxKpVqxAWFgZHR0c8ffqU1eaXf86MGTPg6OiI6urqdolDdXV1SEtLYwkxmzdvxvjx45Geno7k5GSIi4s3WnJYRUWFdY0uKSmBnJwcSkpKkJ2djUuXLsHZ2RlCQkLYuHEjLCwsGhXl/oiVlRVGjBjB9ntRVVWFTZs2ISAgAFeuXMHu3buxaNGiFv1dWuLChQu4desWgoODW9UvOTkZqqqq2LdvHzZv3tyuOXD4H6DEDaj70vp+/NpAV5OOnw8HDv9SOKk0HDhw+EdSUlLSZIRHWloaPn36hLq6OvTo0QNbt26tF+2hqanJ+ltGRqZDS/YyGAxkZGQ0KXwUFRVBXl6+nvChqanJ+rspQ9U/88fKHa6urpg7d26r5pmVldXuEPs/ExUVheXLlyM0NBSSkpLQ1tbGsmXLcPXqVbx//x6DBw/u0O21lvLycly9erXZCh2/EBISQkBAALS0tNCvXz/o6Oi0altcXFywtbXFyZMnMX78eDx8+BCioqLw8PDAkSNHMHjwYHz58gV6enpNiiJMJhOvXr1iRYV8/vwZEydOhJGREY4ePcp2esGDBw9gZmaGI0eOoKamBkuXLoXSYHdMN1LCYvP+GKPZEwKduUFcgrh5+y1Onn2LqGdZ6NIlHFe9bjVIKaqpqcGAAQNgZ2eHnJwcXLhwAbNnz0a3bt1gY2ODESNGYP78+Rg2bBiePn0KAQGBevPZvXs3Ro4cCU9PT1hbWzeYb3h4OOTl5bFv3z4cPnwYFhYWCAgIqGeI++bNGzg6OkJdXR1nz55tkJoDdHwqTWVlJY4ePYojR45g/vz5SEhIaFOloca4f/8+srKyYGVlxXYfLi4uTJ8+HYaGhjh27Bg0NTWxePFibN26Fb6+vpg0aVKbRZF3797B0tISfn5+uHXrFiQlJZGQkMBKo/mFk5MThISEMHv2bBw9erTd5Xk7deoEZWVlKCsro6KiAqNHj0ZISAiAn9fWzMzMehEmXl5eSEpKwtevXyEsLAxVVVWIiYmBi4sLw4YNw+fPn2FiYoL169cjNjYWa9euZWseffv2xadPn9hqGx8fj3nz5qFfv36IjY1Ft27dsGLFChw8eLBdwggRwdXVtUURtzGUlZUxZMgQHDlyBN26dcPSpUvbPA8O/0yICO/evUNoaCj69HiPqfptuBbx/LXlyzlw+F+HI4xw4MDhL4XJZKKgoKDRdJY/LmMwGA3SWgYMGIAJEybg6NGjmDx5Mm7cuNHhRqtEhIKCgiaFj4yMDEhKStYTPiZNmsT6W1ZWFtzc3O2aQ0VFBZYvX46XL18iMjISampqrR7jV/ndjuLTp0+YMWMGrl69CnV1dcyePRt9+/aFo6Mjvn37hqdPn/7twsi1a9cwZswYtv0xVFRUcO3aNcybNw8xMTFNVkVpitzcXKiqqmLq1KkYOHAguLm5MXHiRNy9exdDhgxBTk4ODA0NkZOTgxMnToCHhwdFRUUIDQ1FUFAQ7t+/D0lJSRgZGeHgwYPQ0tJq9fl87tw5bN26FT4+Phg3bhyWL18OBoMBBoOB636fcd3vM7S0tPD06VM8joiA+dJ9rPOTwWCgZ8+eDc7XP1alkZaWhoODAzZv3oywsDDs3LkTy5Ytw5gxY7By5coGogjws4qGl5cXtLW1MX78eFaUQ0VFBa5fv46TJ0+Cn58fvLy86NSpE5hMJgYOHFhvDAEBARw9ehRTp07FokWLoKenBxcXl3qRXR0ljDCZTHh7e8PR0REjRozAs2fP2E5rYAcGg4HNmzdj//79TfqFNAc/Pz82b96M+fPnY8uWLejTpw9EREQaNRtlh6ysLEyZMgXHjx/HmDFjYG9vD1VV1QbCSExMDE6fPo03b94gJyen1X4cLXHjxo161Wh4eHggLy8PeXn5BkIlk8nE06dP4e7ujsDAQDAYDHBxcUFZWRm3b98GHx8fiouLMW/ePPTt27de1MkvIeWPqKmpITw8vNn5ERFOnjyJ3bt349ChQ1iwYAFrHGNjY6xatQpv375tVYWrP/Ls2TOUlJRAX1+/Tf319PRQVlaG3bt3o0uXLrCwsGjTOBz+OeTm5iIsLAwhISEICwsDNzc35OXlMaBvlzYII50APvarLnHgwIEjjHDgwKEDqa2tRXZ2dpNiR0ZGBrKysiAkJNTAz2PcuHH1UltEREQa/JitqKjAtGnToKSkhMuXL7fpJgP4GVnQlPCRkpICXl7eesLHkCFDYGpqCmVlZSgoKHRoBMqf+fz5M2bOnAl1dXW8ePGi1RVLfpGZmdkmQaUxsrOzWTfvenp62LJlC3JychAeHg4uLi6MHj0aYWFhsLOz65DttQUigpubG/bv39+qfjo6Oti2bRumTp2KmJiYVqVUffz4EYWFhTh+/Dj69u2LtLQ0ODs7s8wYpaWlERERgUmTJmHQoEEQERHB+/fvoa2tDSMjI+zevbtNlU2AnzeKDg4OuH37Np48eYJevXoBAFxcXODj44P8/HxW28+fPwMAduzYAUFBQRQXF0NZWRmCgoLw9vZu8DlrrFwvESEqKgoZGRnw9/dHXFwcpk+fDhkZGdjY2GDOnDn1ztV+/fph+/btsLCwwKVLl3D27FlcunQJI0eOhLOzM/T09PDx40cMGTIEISEhmDlzJq5du9ZAaJkwYQLevXuHtWvXYtCgQbh06RLGjh0L4Kcwkp2d3abj94vHjx9j/fr14OHhgbe3N8aMGdOu8RrjypUrEBISwrRp09o1joyMDM6fP4+goCBMnz4dzs7OkJaWbtWcy8rKMGXKFCxduhTz5s0D8NNDxMzMDJ8+fWIJEqWlpbCwsMCpU6cgKyuLd+/edagwUlFRgeDgYBw/frzZduXl5fDx8YGnpycSExMxf/582NvbIzk5GRcu/KzSQUTIzc3FxIkTIScnh9raWty5c4cVecLNzd3ABFZAQADx8fEgoiZLoi9atAj5+fmN+n906tQJtra2cHNzw7lz59p0DFxdXWFnZ9dmIX3cuHE4cOAAQkNDoaurCwEBAcyYMaNNY3H4e6iqqsLTp08REhKC0NBQpKSkQEdHB/r6+ti5cydGjBiB58+f4/lzwNpMEprDZNgfnH8EwN223w8cOPxX4QgjHDhwYIvy8vJmK7ZkZGTg+/fv6N69ewP/Dg0NDdbfsrKyjT5lbomKigpMnToV0tLSuHjxYrOiSG1tLStn/c/Cx7dv31BaWgpFRcV6Hh/jxo1j/d3W8PT2cuvWLdjZ2WHPnj1YunRpu8LWOypipLS0FJMnT4a1tTXLOPP69et49uwZ6+Z59OjR2LlzZ7u31R6eP3+O0tLSRk0qW8LOzg5xcXGwsLDA7du3W7xRSUpKwsGDB+Ht7Q15eXlERkaiZ8+e8PDwwPjx4+Hv74/09HQEBQXh3r174OPjAw8PD0pLS5GYmAgZmVb8uG2EiooKzJ8/H3l5eYiJiannwSEgIIBp06bhwoUL6Nq1KwYOHAgxMTGkp6cjJiYGjo6O0NbWxrhx4zBs2DD4+Phg1qxZ9cb/szBSWFgIMzMzVFVV4dWrV5CSksLUqVPh6OiIe/fu4fTp09i4cSPMzMxgY2ODAQMGgMlkQlFREV+/foWGhgbs7Ozw/PnzelE5AwYMwLVr1zBnzhykpaXBwMAAgYGBDT5/wsLC8PT0xJ07dzBnzhyYm5tjz5497YoY+fz5MzZv3oy3b99i3759mDNnTrsjvRqjsrIS27dvx/Xr19udhvKLjx8/YsGCBdDV1cW8efMwevRoHDx4EPLy8s32YzAYMDMzw6BBg+Do6MhaXlBQgIkTJ+L27dusiJFVq1ZBR0cHJiY//Qny8vI6VBi5d+8ehg8f3uiYRIRXr17B09MTN2/exKhRo7BmzRoYGxuDj48Pu3btYlWkAX6mHElLS2PevHnIy8vD4cOH6431/fv3ekawYWFh+PLlCzIzMyEiItJANCkoKICLiwusrKywa9euJquMWVtbo0+fPjh06FCLhrR/Jjs7G/fu3YO7u3ur+v2R0aNH49WrV1BRUcG9e/egr68PAQGBRtPOOPwzICJ8+vSJJYRERUVhwIAB0NfXh7u7O8tLKjQ0FNOmTUNxcTGr76KVYYi+NxvdRDs3s4X/D3d3QMD4N+4JBw7/UogDBw7/aZhMJn3//p3i4uIoKCiIzpw5Q9u3bycrKyvS19enAQMGkKioKHXu3JlUVFRIW1ubzMzMaNOmTXT8+HHy9fWlZ8+eUUZGBtXW1v6WOZaXl5OOjg5ZWlpSXV0dMZlMys7OpujoaLp69Srt2bOHFi9eTBMmTCAFBQXi4+MjeXl50tbWpkWLFtHu3bvpypUr9PTpU8rKyiIGg/Fb5tlWqqurafXq1aSkpESvXr3qkDH79u1L8fHx7RqjpqaG9PT0aOnSpcRkMikyMpIkJSXpw4cP9doxmUySlJSk9PT0dm2vPVhaWtKhQ4fa3L+6uprGjBlDW7ZsabJNXFwczZs3j8TFxWnr1q20bds22rBhAzGZTPr06RO5uLiQmpoacXFxkZaWFh09epQSExOJyWQSg8GglStX0sCBAykzM7PN88zOzqYRI0aQhYUFVVVVNVjPYDBIWVmZeHh4SFVVlbV81apVxM/PT0VFRaxl4eHhpKys3GCcqVOn0u3bt4mI6M2bN6SkpETr1q1r9vOdmppK27ZtIykpKVJUVCRJSUkaMmQIubi4UPfu3enZs2dN9t2yZQvx8PDQ9OnTadCgQZSdnd1k27y8PDI1NaX+/fvTrl27yMLCosm2jZGfn08rV64kcXFxOnDgAFVWVraqf2s5cOAAmZiYdOiYgwYNokePHhERUVlZGe3YsYPExMRo+/btVFZW1mS/1atXk46ODlVXV7OW5eTkEAAqLCykzp07U21tLd26dYt69epFpaWlrHaHDh2idevWddg+zJ49mzw8POotKygooGPHjtHAgQNJSUmJ9uzZ0+g1xdramk6fPt1g+du3b0lFRYWYTCZbcxg4cCA9fPiQXrx4Qd7e3rR9+3bq27cv8fHxUbdu3ahLly40cOBAMjExoY0bN5KHhweFh4dTWloa6zvE3NycXFxcWr3/u3btIhsbm1b3+zPDhg2jyMhIIiKKiYkhSUlJCg8Pb/e4HDqO/Px8unbtGi1atIjk5ORIQUGBli5dSj4+PlRYWMhqx2QyKSgoiNTV1UlQUJC6dOlCXbt2JQCs16ABEpT2fgnR99VNv4qPEjGK/4Y95cDhfx+OMMLhvwmTSVSTSFTqTfTjMNGPA0QlZ4gqo4iYv/eH8l9JXV0dZWRk0PPnz8nX15dOnDhBmzZtInNzc9LW1iZVVVXq3LkziYqKUv/+/UlfX58WL15M27dvJw8PDwoKCqK4uDgqKChg+8dmR1FcXEyxsbHk7e1NKioq1KdPHzIyMiI1NTUSEBAgCQkJGj58OM2ZM4fs7e3Jw8ODQkNDKSkpqd4P/386aWlppKmpSVOmTKn3I6m9CAkJ1bsJbi1MJpMWLlxIxsbGVFtbS0lJSSQlJUX3799vtP20adPo+vXrbd5ee8jPzycREREqKCho1zi5ubkkLy/fYD+ePn1KxsbGJC0tTQcOHKDi4mKqqKggExMTGj16NCkrK1OPHj1o6dKl5O/vT2fPniVpaWmKi4urNw6TySRnZ2dSVFSkhISEVs8vPj6eFBUVaefOnU1+HgMDA2nYsGEkLCxMfHx8VFpaSpWVldS1a1eaMWNGg/bGxsYNbuz09fUpODiYLl68SBISEmy9r69fv6ZFixaRiIgIaWtrk6amJomLi9PatWvp+PHjpKqqWu9Gu7F58PPz05o1a0hFRYWSkpKabMtkMunKlSskLCxMampqbAmyVVVVdOjQIZKQkCA7OzvKy8trsU97KSgoIAkJiTa9100RHx9PPXr0aCDupqam0ty5c6lnz57k7e3d4Pw4ceIEqampNbgmnD9/ngQEBCguLo7U1NQoPT2dunfvTs+fP6/XbuPGjbR///4O2YeysjISFhamvLw8YjAYFBoaSnPmzCEREREyMzOj8PDwZsVrAwMDunv3boPlTCaT5OTk2D7es2fPpqtXrxIR0fv372ngwIE0a9Ys1nW4uLiY3rx5Qzdv3iRnZ2datGgRjR07lmRkZKhz587Ur18/GjNmDImIiNDJkycpNDSUkpOTqa6urtntVldXk4yMDL17946teTbH+vXrac+ePay/IyIiSEJCgp4+fdpknxoGgz4V5dOjrG8UkpFEkdmplFL64y//jv+3Ul1dTREREeTo6Mi6Fk+ZMoVcXV1ZQvkfYTKZFBgYSIMGDWIJcpKSkmRoaEixsbE0aNAgljDCxcVF+/bt/vlb9cdhou9r/r8gso6o2I2o+i0R85/14IcDh/8lOMIIh/8edTlEP1yaVtsL7Ymqmn66+U+hsrKSkpKS6PHjx+Tl5UUHDx6kVatW0YwZM2jkyJHUo0cP4uXlJWlpaRo6dChNmzaN7OzsyNnZmS5fvkzh4eGUmJjY7BPG30l1dTV9/vyZ7t+/T6dOnaJNmzbRrFmzaOjQoSQmJkZdunQhNTU1EhcXJzU1NXJxcSF/f3969+4dlZSU/C1z7mju379PUlJSdODAgQ6NYikpKSEBAYF2/dDdtm0bDR8+nMrKyqioqIj69u1Lbm5uTbY/ePAgrVy5ss3baw8HDhygBQsWdMhYb968IQkJCXr16hXdv3+ftLW1SVFRkdzd3enjx4908uRJMjIyIiEhIerevTvNnj2b3r171+BY37hxg6SkpOj169cNtnHhwgWSkpJqNoriz4SGhpKkpCTrRq4pdHR0yMXFhbp160YiIiJ09epVunDhAnXu3JlevHjRoP3Hjx9JUlKSvn//zlqmra1NU6ZMoV69ejUbdVRVVUVXrlwhTU1NkpeXJ2dn53qCw9evX8ne3p6kpKRIWlqadHR0Go1yISKqra2l3r17k4SEBB09epRkZWUpNja22X29fPkyiYuL04gRI5q8GWYymXTjxg1SUlKiKVOm0KdPn5odsyNZt24d2draduiYDg4OtHHjxibXR0ZGkoaGBmlpabHe78DAQJKRkaHk5OQG7RcsWEDKysp048YNmj59Ounq6ta70f5jO09Pzw7Zh5s3b9LYsWNp165dpKioSIMHDyZXV9d652BzDBgwoMlzY8mSJWxHcGzfvp22bNlCrq6uJCEhQefPn2f7mllWVkZxcXHk4+NDsrKyZGBgQBMmTKCePXsSPz8/9e7dm4yMjGjVqlV04sQJunfvHn358oVqamro+vXrpK2tzdZ2WiIwMJAmTpxYb9m9e/dIUlKywbWHwWTS87wMOvnxBbm8j2nw8kx8S1+K2XsPOPwfTCaTEhMTydXVlaZMmULCwsI0bNgwcnR0pIiIiCYf1DCZTPL396dBgwZR9+7dqWvXrjRgwACSkZEhHx8fSk5Opr59+9L48eNJUVGReHl5CQC9f//+D4PUEjHKiZjNi3EcOHBgDy4ior8xk4cDh7+Wumyg1BWgipbbCkwBBHR//5z+BBGhpKSkWS+PjIwMlJaWQlZWtoGfxx//lZGRaTI/+nfDZDKRnZ3dpM9HXl4e5OTk6vl8/NHwVEBAAMbGxlBRUcHZs2fBw8Pzt+zH74DBYGD37t04d+4cvL29oa2t3aHjf/78GUZGRkhKSmpT/7Nnz+LAgQOIjo5Gt27dMHnyZKipqTVrlBgdHY2VK1fi9evXbZ12m2AymVBVVcX169cxYsSIDhlv48aNcHV1haKiImbMmIGqqircv38fhYWFMDQ0hJGREfT09DBnzhysXbsWBgYGjY7l7+8PGxsbBAYGYuTIkfXWBQUFYeHChbh06VKLngBnzpzB9u3bcevWLZbxaGPExcXB0NAQa9aswefPn3Hz5k0MHToUWVlZYDKZ+PLlS6P9li9fDn5+fhw9ehSZmZno27cvBg8ejLt37zbqt5OWlobTp0/D09MTgwYNgp2dHYyNjZv8jNbU1ODatWuwtbUFPz8/li5diqVLlzYwtCwqKoKSkhIUFRXh4OCAVatWwcfHp8l9fvLkCRwcHGBmZoYdO3Zg27ZtWLFiBcsrJCYmBuvWrUN1dTVcXFwwYcKEJo9dR5OSkoKhQ4fiw4cPkJbumJKZTCYTysrKCAgIwKBBg5psx2AwcOnSJWzZsgXDhw/H06dPERwc3OAcBAANDQ3IyMhg5MiRePz4Maqrq/H48eMG76WRkRHs7OwwefLkNs+/pqYGgYGBWLFiBUpLS7FgwQJYW1tDQ0OjVeN069YNSUlJ9bx1fhEQEIATJ060WHEGADw8PLBz50706NED3t7eLAPj1nL+/Hn4+fnh7t27AH76ynz79q1e2eFfr6ysLHBzc6Nv374YPXp0PW8TJSWlVht7//jxA/Ly8vj+/Xu97/rbt29j2bJlePDgwU/PHyLcTf+CpJLCFsccKyWP4ZIdV9Hs30hRUREePnyI0NBQhISEoK6uDnp6etDX14euri4kJCSa7MtkMuHv749du3ahqKgIZWVlUFNTw+fPnzF79mw4OzsjOTkZU6ZMwdixYxETE4PIyEiIi4vDy8sLS5Ys6TC/Ig4cONSHY77K4b8D1QFlF9gTRQCg8g7QSQngbV0Jz+ZgMpnIz89vtkxtRkYGuLi4GpSqHTx4MIyNjVl/S0hI/BazwNZQVFTUpPCRmpoKUVHResLH2LFjsWDBAigpKaFHjx5NGqiWlpbCyMgIffr0wZkzZ/72/exI8vPzYWZmhrq6Orx+/brDbpr+SGZmJuTk5NrUNygoCNu3b8eTJ08gKSmJ5cuXo1OnTnBxcWm239ChQ5GYmIiysjIICgq2adttISQkBGJiYhg+fHi7xqmtrYWXlxecnJzAZDIhKSmJr1+/Ijw8HMbGxrhy5Qo0NDTqnYu5ubnNGlJOnz4dvLy8mDJlCvz8/OpVD5k8eTICAwNhYmKC/fv3Y+HChQ36M5lM2NvbIyAgAFFRUS2WkD1+/Djs7Oxw584dODg4gIuLC5cvXwYPDw+OHTvWZL+dO3eiX79+GDZsGDZu3AhhYWEcPny4nihCRAgPD4ebmxsiIyNhYWGByMhI9OnTp9k5AT/L9y5YsACqqqowMTFBaWkpRo0ahcGDB8PGxgbTpk0DLy8vunXrhujoaAwePBj+/v7w8vLCjBkzcO7cOUydOrXBuF27dmWVtp40aRIWLFiAgIAA7Nq1CydOnEBMTAz27t0LCwuLv/wasnXrVqxcubJDP9/R0dEQFBSEunrzJTh5eHiwePFiaGpqYuTIkeDi4sKjR48waNAgdO5c37gxJSUFJiYmiImJwcuXLxEXF9eowNUe89UPHz7A09MTV69eRd++fVFcXIzPnz+jZ8+erR6rrKwMVVVVEBNrvHSprq4uLCwsUFJSAmFh4SbHCQkJwbZt28BkMhEdHd2uBwhz587F5s2b8e3bN5ao369fP/Tr169B2xcvXmDq1KnYtWsXSzwJCQlBUlIS0tLSICMjg169ejUwhFVWVm7UtFxUVBQqKip49eoVRo0axVpuYmKCrKws6OvrIyIiAjlC/GyJIgDwJDcN4p0FoCzUOkPZfzN1dXV48eIFSwiJj4/HmDFjoK+vj9WrV0NNTa1FsYLJZMLX1xe7d+9GZWUlampqICsrCy4uLpSWluLOnTvQ1NREaGgoLCwsYGlpiWvXriEiIoJlrLx06dK/Ync5cPjPwhFGOPx3qIkDmHmt61MVCvDasjd8TQ2ys7ObFT2ys7MhIiLSILJj/Pjx9YSQ5n7Q/ZVUVlYiJSWlUeHj27dvrCeYv4QPNTU1TJ48mfXUt0uXLq3eZmlpKQwNDaGmpgYPD49/lSgSHR2NOXPmwNLSErt3725zueGWaGtFmpcvX2LhwoW4e/cuVFVVcfz4cTx58gTR0dEtzpWfnx+DBw/G8+fPoav710Vaubu7Y/ny5W1+glZSUoIdO3bg/PnzYDKZAH6KFoaGhrh+/Trk5OSwbdu2Jkt6SklJNTv+5MmTcfXqVZiamuLmzZsYP348a92oUaPw6NEjGBoaIicnB5s3b2Ztp6KiApaWligoKEB0dHSjT8f/PJfbt28jOjoahw4dgq6uLgQFBXHx4kUQEczMzJrsKykpiZEjR8LKygqBgYFYv3496yasuLgYly9fhpubG/j4+GBnZ4crV660SfwaPXo0bGxs8ObNG6SlpeH27ds4ceIEVq5cicWLF2PJkiXo168fbt68iZkzZ2Lw4MEIDg7GlClTUFhY2EA8+mNVml69erGEpnHjxsHExAQJCQltLnfdHt68eYPw8HCcOnWqQ8f18vKCubk5W+d6SUkJ5s6dix07dmD69OnYsGED+vfvj8OHD2P69OmsMYqLizF+/Hg4Oztj8+bNUFJSanS81gojpaWluHHjBjw9PZGamoqFCxciOjoar169wqVLl9okigA/Rd8ePXo0eQwEBQWhpaWFsLCwRkvXVlVVwcHBAb6+vrhy5Uq9Y9FWunTpggULFuDUqVM4ePBgs23PnDmDlStXNir01dbWIi0trV6UyaNHj5CUlISUlBRISko2EExUVVUxatQoPH78uJ4wkpeXh5UrV2LkyJEwnmEKW++zrdqnJzlpUBIU/U9HJnz79o1VPebRo0dQUFCAvr4+nJycMHr06AYiY1MwGAzcunULe/bsARGBh4cHfHx8GDt2LAIDA7F582asXbsWvLy8uHjxIuzt7bFp0yYcOnQIYWFh6N2792/eUw4cOPyCI4xw+O9Q/bz1fWoTAOYPlFV0ajbCIzMzE4WFhZCWlmaJHb9EjhEjRtQrVdvaUNnfCYPBQGZmZpNRH4WFhZCXl6+X6jJy5EjW/8XExDr0h1NJSQkMDQ3Rv39/nD59+l8jihARjh07hv3798PT0xPGxr+3jF5bhJGvX79i2rRp8PT0xMiRIxEUFMRKp2FXqBs9ejSePn36lwkjKSkpiImJwY0bN1rVLz8/H76+vnB3d0d8fDyEhYVhamoKa2trjBw5kiUCmZqaYtSoUTh58iRWrlxZb4xf0V+SkpItbk9PTw83btzA7Nmz4eXlVa+ksJqaGp4+fQoDAwNkZ2fj6NGjyMvLw9SpU9G3b194e3uzdc04ffo0Zs2ahejoaOjr64Ofnx+9evVCXV0dxMXFmxQyysrKYG1tjaysLIiLi6NLly6orq5GamoqTp06hRs3bmDSpEk4e/YsxowZ0+7P+/bt26GlpYWLFy9i2bJlMDMzw8ePH3HmzBkMHToUI0eOhI2NDbZs2YItW7ZAXV0dERER0NfXR35+PjZu3Mga65cwUlNTg1OnTmHv3r2YPn06du7cibVr18Lc3Bxnzpzp0DKzLUFE2LRpE7Zv3w4hIaEOG7empgY+Pj549epVi23r6uowe/ZsjB49GuvXrwcXFxf8/f3x4MEDrFmzBidPnsSxY8fQqVMnMJlMXL9+HbW1tVizZk2T+8SOMEJEiImJwblz5+Dn54fx48fD0dERhoaGrM/Upk2bMHv27Fbv/y8yMjJaFFUmT56MoKCgBsLIx48fMW/ePPTq1QuxsbEQExODjIwMkpOT233zuWzZMmhqamLXrl1NlqMvLCyEr68vEhMTG13Py8sLFRUVqKioNFjHYDCQnp5eLy0nJiaGJaJwcXEhODiYJZbU1dVBQEAAsbGxmLDYAq3Nmf9eXYmsijLIde24c/ifTklJCR49eoTQ0FCEhoaitLQUenp6MDU1hbu7e6ujvxgMBq5fvw4nJyd07twZEhISSEpKwoIFC3Dnzh1kZ2fj5cuXUFZWBhHByckJnp6eOHToENavX4/AwMAWo8M4cODQsXCEEQ7/HRhpbepmNnss/IO/Nkht6devH/T09Fh/d+/e/R/ng0FE+P79e5PCR3p6OiQkJOpFfejq6mLJkiVQUlKCrKzsb98nFxcX6OvrQ15eHgYGBlBXV4e7u/u/RhQpLi7G4sWLkZaWhufPn0NRUfG3bzMzM5MVessO+fn5MDQ0xPbt2zF16lS8f/8eixYtQkBAQKvmO3r0aLi5ubVhxm3Dw8MDlpaWLUYmMZlMvHnzBsHBwQgICEB8fDyICEOHDsWDBw+go6PTaD8hISEEBgZCS0sL/fr1qyf4/PjxA4KCguDj42NrrhMmTICfnx9MTU1x8eLFer4icnJyePLkCaZNmwYjIyN8+vQJVlZWTUaq/Jnq6mqcOnUKDx48gL29PSs65MyZM+Dh4UFZWRnS0tIanBOfP3+GqakpRowYgejoaNy8eROLFi1Ceno6rKysYGdnh/j4+DZFHzUFLy8vrl69ijFjxkBHRwd9+vRBv379cOzYMTg7O+PWrVs4cOAA0tLSoKqqimnTpiE+Ph5RUVHQ19dHXl4eDh48CC4uLnTp0gVFRUUYMGAAVFRU8PDhQwwYMADAz+innTt3Ql1dHadOnYKJiUmH7UNzhIaGIj09HdbW1h06bkhICPr27QsFBYVm2xERVqxYAS4uLri6utY7fyZOnIjY2Fh4eHhAV1cXvXr1QufOnREQEABxcXGIioo2OmZpaSn4+PiavOHPy8vD5cuX4enpCSaTCSsrKyQkJDS4kSwtLcWDBw/g6enZup3/AxkZGejRo0ezbSZPngxnZ2cwmUxwc3ODiHDq1Cns2LED+/fvx+LFi1nHRU1NDZ8+fWq3MKKiooLhw4fjxo0bjabFAT+9SKZMmdImoY6HhweKiopQVFTExIkT663Ly8uDiooKtm/fzkrPCQ8PR1VVFZhMJnoM7N+WXUJGecm/WhhhMBh4/fo1Swh5+/YtNDU1oaenBx8fHwwcOLBNv0Pq6urg7e2NvXv3QlRUFGpqanj8+DFsbW3Ru3dvXLx4EUeOHMGcOXPAxcWFuro6LF++HK9evcKpU6cwf/58XLt2DZqamr9hrzlw4NAsf4PhKwcOfw+ssmate5V+f/yPLmNXVlZG79+/p8DAQDp+/DitWbOGpk6dSgMHDiRBQUESFRUlDQ0NmjFjBm3YsIHc3Nzo3r17lJCQQJWVf1FpYkYpUXU8UdVzour3RIyfVWUKCwuJl5eXhIWFSV1dnZYtW9ah1Vn+bmJjY0lVVZWWL1/eZDWO38GsWbPo2rVrbLUtLy8nTU1NcnBwICKi7OxsUlBQIG9v71ZvNz8/n4SFhVssV9kRVFVVUffu3ZusRlJUVEQ3btygBQsWUPfu3UlVVZUGDx5MQkJCZGNj02iFjqYIDw+n7t271ysh+/HjR+rdu3er5x0TE0OSkpJ0+/btBuvu3LlD/Pz81L9/fyouLmZ7zIsXL9KkSZOopKSEhISE6MePH1RTU0NiYmLUu3dvEhYWblBq1d/fnyQlJen06dOUmZlJO3fuJBkZGRIUFKQuXbpQampqq/etNZw6dYqGDh1KNTU1ja6Pi4sjW1tb4ubmJl5eXrp16xbl5eWRpqYmLVy4kGJiYmjs2LEEgEJCQprcztOnT0lVVZXmz5/frvLV7FBXV0eDBg0iX1/fDh97zpw5dOrUqRbbHTp0iNTV1Vs8f75//04KCgoEgKZOndpslZTPnz+TiopKvWV1dXUUFBREpqamJCIiQgsWLKDIyMhmvyu9vLzIyMioxX1oDicnJ9a1qjn69OlDL1++pLy8PJoyZQoNHTqUEhMTG7Rbt25dh5Uhvnv3Lg0dOrTRY1BXV0eKiooNyiB3FP3796eXL1+y/t64cSNxcXFRly5daN2Ni41WoWnp9Sjr22+Z699JWloanTt3jmbPnk1iYmLUv39/Wrt2Ld27d4/Ky8vbNXZNTQ2dP3+eVFRUaMyYMbR06VKSkJAgW1tbOnv2LMnKytKSJUtY5aCJfv5+mzx5Munr69OLFy9ISkqK/P3927ubHDhwaCOciBEO/x24hAAqaXU3QSEp4G/Ms62trUV6enqTPh8lJSVQVFSsl+4yduxY1v+begr4l8DIASrvAzXvADD/sIIb4B2AiPBK8PHxoaSkBAkJCfDy8vrXRIpcuHABmzZtwvHjx5v1d/gdsGu+ymAwYGZmhl69emHv3r2orKzE9OnTsXDhQsybN6/V25WQkICMjAzi4+ObrZrREfj4+EBdXZ1l/klEiI+PR3BwMIKDg/H27VuMHTsWGhoaGDNmDCIiIjBjxgysWbOm1SHROjo6rGiamJgYCAsLs+Uv0hiampq4d+8ejIyMUFtbi1mzZgH4Gf2yY8cOhISE4Pr16xg/fjyCg4NbnCv9/zQtZ2dnhISEQEtLCyIiIrh16xaYTCa2bduGzZs34/z589i8eTMYDAa2b9+OK1euYM+ePXj06BHs7e0xd+5chISEoLCwEDo6Or89UszGxgZ3797Frl274OTk1GD9r0iPLVu2oHfv3rC0tISwsDB4eHiQnJyMa9eu4ciRI4iOjm622oyWlhZiY2OxadMmqKur4/z58w2euHcUXl5e6NKlS4dHp5SWluL+/fstRmP5+vri+PHjbKW/devWDQUFBVBSUkJiYiJyc3Nx//79Riss/TGN5tu3bzh//jwuXrwIGRkZWFlZ4fz5841WL/ozN2/ebFcaDQCkp6ezlV4wefJkVnUaS0tL+Pj4NBrdpaamhqioqHbN6RcGBgZYuXIlXrx40aACUHBwMLp3796uyllMJhOFhYXIyclp8KqpqcG8efPAz8+PnJwcfP/+HcBPn7Dq/+/D01r4ef73bxHKy8vx+PFjVlRIfn4+Jk6cCAMDAxw5cqTNJuV/pLa2FpcvX8bevXuhoKCAOXPm4OrVq5CQkMD169dx9OhRREZG4saNG/UMuHNzc2FsbIyBAwdi8+bN0NXVxeHDhzFt2rR2z4kDBw5t43//qseBA7vw9gZqWs7P/iNl5bVYb+8M0xlm0NXV/S1mmUSE3NzcJoWPrKwsSEtL1xM+fhmcKikpQVpa+p8pJtTEAmVXAdQ1spIJ1L7DlHFMmBr3xJUbCairq8OkSZOQlZX1P234VllZiRUrViAmJgaPHz9utDLB74YdjxEiwqpVq1BWVoabN28CABYtWgRlZWXs2LGjzdv+5TPyu4URd3d32NnZISAggCWG8PLyYvLkybC3t4eQkBCOHj3KMjs8d+4cunVre5WF5cuXIy4uDhYWFvD3929XlY6hQ4ciNDQUBgYGqKqqQlxcHO7cucOqPDNu3Djs2bMHo0ePxv3795stIxoZGYnKykro6+tj/vz5mD59OgDg0KFDYDKZmDlzJj5+/AhXV1c8ffoUO3bsQHp6OgQFBXH06FEsX74cHh4e9W5subi4cOHCBWzdurVN+8cOXFxc8PT0xODBg2FoaIjRo0c32q5Hjx548+YNBgwYgLy8n+bZfHx8kJSUxJlzZyGroozc4h+QFZcAdxPXja5du8LNzQ1Tp07FokWLMH36dBw4cKBN5tBNUVVVhW3btsHLy6vDr1+3b9/GuHHjmjXgff78OWxtbRESEsKWsemZM2dQWVmJVatW4cuXL6ipqcHKlSvRp08fHDlypF5qSUZGBmpqaqCrq4u4uDiYm5sjKCioVf4HJSUlePjwIS5evMh2n8bIyMhosbz1L4+cwMBAhISENCucqamp4ezZ1hmTNgUPDw+WLVsGNze3BsLIyZMnsWLFigZ9iAhlZWUsgSM3N7dR4SMnJwd5eXkQFhaGtLR0g5e+vj5evXqFs2fPQlpaGi4uLti/fz+ICF/fxEF5eOtKIgOAjMBfV12so2AymYiLi2NVj3nx4gWGDRsGfX19XLlyBUOGDOmw30s1NTW4ePEi9u3bB1VVVaxatQqXL19GeHg4Ll26hDdv3rBKuvv5+dUT5j5//gxDQ0NYWlrC2toa2tracHR0hIWFRYfMjQMHDm2Di4ha68nEgcP/JrXJQOmJVnVJTJXA/UgheHt7IyUlBTNnzoSZmRlGjRrVqi/XkpKSJoWPlJQUdOnSpZ7w8UfPD3l5ebZ9DP4x1CYDpSdRP0qkcRgMJuYufYweijqYP38+hgwZ8vvn95v48uULZs6cif79++PMmTN/adnaXxARBAQEUFRU1KQnAAAcOHAA3t7eiIyMhIiICHbu3ImQkBA8evSIbbf9xjh//jzCw8Ph5eXV5jGagojw5csXnD17Fq6urujUqRM0NTVhZGQEIyMj9O7dG5GRkXB2dsanT5+wYcMGWFtbd1hlkl83h+PGjYOsrCw+fPgAd3f3No/36tUrjBkzBoqKioiOjm5QgvTMmTPYsWMH7ty5g2HDhjU6homJCfT09GBtbQ0pKSnEx8ejoKAAWlpasLGxgYuLC+Lj4zFixAgwGAxwc3NDT08PK1euhK6ubqM38Z06dYKoqCgSEhIgISHR5v1jh8DAQKxZswaxsbGNRjnU1tZCR0eH9VSfh4cH+zzcwasijxrhrujE97PMKi8XF/qKSkJDXBrinZsWPIqKirBy5Uq8fPkSly5d6rA8/sOHDyMqKgr+/v4dMt4f0dfXx+LFizFnzpxG13/79g2jR4/GmTNn2DJ2TkxMxOjRo1n+U0uWLMHGjRsxfvx4uLq6Yv/+/ViwYAGmT5+Omzdv4sKFCxAVFYWLiwumTZvWpuvD1atXcfPmTQQGBra67x8ZPHgwzp8/Dw2Nxm/0P378CDMzMygqKuLRo0f4/Plzs5Fd379/h7KyMn78+NEhgtb379+hqqqK+Ph4MJlM5OTk4NWrV6zKIwUFBQ0EDwCQkZFpVPD446t79+5N/hbIyclBv3794OPjA29vb/j4+KC4uBgAINZDFg5Bt1r1m0WYlw+Lew9pUmz8J5GdnY2wsDCEhIQgLCwM3bp1g76+PvT09KCtrd2hJsjAT+Ht/Pnz2L9/P9TU1GBubg5vb298+fIF+/btg6KiImxsbCAmJobTp083KLP+7NkzmJiYwMnJCdOmTYO2tjYsLS1hb2/fofPkwIFD6+EIIxz+W5ReAGrj2GpaW8eLCdPvQVq2L44fP46qqipcv34d3t7eKCsrw9y5czFv3jwMGjQItbW1SE1NbVL8qKysbFL4UFJS6vAv7r8VIqDkEMDIYr8LtwS4RBwBrn9g5Aub+Pn5wdbWFrt27YKtre3fFvVSUFCA3r17o7CwsMk2Xl5ecHR0RHR0NOTk5ODt7Q1HR0c8f/68TekhfyQxMRH6+vpISUlp1zi/qKysxOPHj1lRIZWVlRAWFsaQIUPg4eEBISEhMJlMBAUFwdnZGd+/f4e9vT0sLCx+i6CYl5eHESNGQENDA+rq6ti5c2ebxsnOzsbUqVMhJyeHV69eYdu2bbCxsWnQzt/fH0uWLIGXlxf09PTqrfv69StGjhyJ1NRUREdHY9u2bXj27BmsrKxw48YNvHr1ComJiXB0dMTHjx/RuXNnJCQkNGvgyWAwwMvLi+XLl4ObmxsnTrROTG4LNjY2qKmpwYULF1jLiAjBwcHYsGEDMjMzUVtbi1oGA7N3OWDYFMOmByPCWGl5DJdsPkTex8cHK1asgLW1NbZv396uc6WwsBB9+vTBkydP0Ldv3zaP0xg5OTlQU1NDZmZmoxEuRUVFGD16NJYtW9agclJj1NTUQEtLC9ra2jh27BgYDAZ69OiBp0+fQkFBAT9+/ICHhwcOHz6MwsJCGBoaolevXujatWujKU/sMnXqVMyePbvdT8QlJCTw8ePHBtFaRITTp09j+/btcHZ2hrW1NWbNmgVjY+MmzVB/0b17d8TGxrYYZcdkMvH9+/cmIzp+vb5+/Yq6ujqWoPH9+3eIiIjA2Ni4UcGjPQJ6ZWUlwsLCcP36dVy/fp0lWhkYGODx48coLCwEDw8PFhzcg/56TUfO/Bl9OWX07/bXVXNqDZWVlYiKimKV0s3IyICuri709PQwadKk32ZwXlVVhXPnzuHAgQNQV1eHjY0N/P39ERQUhC1btsDc3Bx79uzB9evXcejQIVhYWDT4HRAQEABra2tcunSJZUA9adIk7Nu377fMmQMHDq2Dk0rD4b+FoBlQWgrUJTffjqszeLstRVj4bjg7O0NdXR1r1qzBuHHj0LNnTzx79gzBwcE4fvw4GAwGiAgyMjLo3bs3S+wwMTFh/b979+7/0+khraIuuVWiCABwMQt+lkbm++vTTtpLbW0tNm/ejNu3byM4OLjJJ/t/FS2l0YSHh2PdunV4+PAh5OTkEB0djTVr1iA8PLzdoggA9O7dG+Xl5Wz7nDRGamoqSwh5/PgxBg0aBCMjI/j6+kJBQQFKSkpwcXGBgIAAvL29sW/fPnTq1AmOjo4wNTX9rf4Y3bt3h7+/P0aNGsXyN2kt79+/h7GxMZYsWYItW7bg69ev0NXVZaUz/JHp06dDQkICM2bMwJEjR2Bubs5a5+rqCisrK3Tt2hX+/v4wMTFBYWEhrl27BikpKejp6aG6uhrc3NxYtmwZrl27huzs7GaFkerqavDz82Pnzp1QU1PDihUr2l2xoyVcXFwwZMgQ+Pr6YsaMGYiLi8P69euRmZmJQ4cOYfLkyXj56iVuf/0IyQEtCA9cXHiSm44nkU+wcIJegyicX8ycORNjxozBkiVLMHLkSFy+fBkDBw5s0/z37dsHU1PTDhdFAODGjRuYOnVqo6JITU0NZs6cyYoAYoedO3dCRkYGAgICEBMTQ2lpKStyZOvWrbhz5w4mTZqEq1evQkxMDOvWrcOVK1fa5ZP048cPRERE4OrVq20eA/h5Q1xaWtogiqmgoABWVlbIyMhAVFQU63P5q2xvc8IIEUFVVRVhYWFQUlJqUuzIzc1Ffn4+REREGggbsrKy0NDQYP2dk5ODxYsXIzk5GRUVFVBQUEBkZCRbKU7sUFhYiLt378LX1xdhYWHo2rUrysrKICcnh0mTJsHd3R2dO3eGg4MD9u/fDyaTiatbd8OmuwQUB7d8jg8Wk0I/0ZbLkP9V/PKP+uUTEh0djUGDBkFPTw9nzpzBsGHDfkua8y8qKytx5swZHDx4EBoaGrh8+TIePHiARYsWYenSpUhMTMTjx48xZMgQTJw4ER8+fGg07c3d3R1OTk64d+8e+vXrB0NDQ4wcORLOzs6/be4cOHBoHZyIEQ7/PagOqHoAVEUCVFF/FQHZBeIIjuDFm7i0eukuTCYTfHx8LENHZWVlKCoqoqioCI8ePYKPjw8UFBQwb948zJkzp0NLXP5PUXEHqApvfT/+MUDXmR0/n99IRkYG5syZg27duuHy5ctN3oT9VVQz6uD3NBIvEj9gkoEhunbihbygCBQERcDNxYV3795h4sSJuHXrFrS1tZGSkgItLS2cO3euxbz91jBt2jSYm5uzbbRYW1uLqKgolhjyq3ywkZERJk2aVO+4njx5EhEREZg0aRIOHjwIOTk5ODo6Ql9f/y8VH0eOHInk5GTEx8e3SlC6f/8+5s+fj+PHj9czuE1JSYGOjg6WL1+ODRs2NOj34cMHGBoaYs2aNVi3bh3LdDkuLg5ycnKQl5fHkSNHcPDgQbx58waampooLS1Fr169cPHiReTl5WHw4MFYuHAhTp482eT8fvz4AQUFBRQXF+PQoUN4+vTpb0kP+TPPnz+HsbExdHV1ERERge3bt2PJkiXg5f2ZKpNY/B1B6V/YHo/JYMBtnjXGDB0GW1tbaGlpNXp+EBEuXLiAzZs3Y+PGjVi/fn2rhLXU1FRoaGggPj4eMjIybPdjlxEjRsDJyalBtBARYfHixSgsLISfnx9bc46MjMTcuXMRGxsLS0tL5OTkYMyYMTh37hx69eoFKysrWFhYQFLy/26KiQijR4/Gly9fMH78eBw6dKjVT+QvXbqE27dvt/s8SkpKgp6eHpKT/+/BRlhYGBYuXAhzc3M4OTmxIn+qq6vx/v176Ojo4OLFi42msPx61dXVQVRUFH369GkxleXX+dgSmpqacHR0REZGBh4+fAgfH5927XtaWhoCAgLg5+eH58+fo3v37igoKMCQIUOwcOFCzJgxA8HBwfDx8YGfnx+rn729PQ4ePAgiAp9AZ0zZsAojTaeCp1PD86W6vAKTlPtgqITs3/4gJy8vDw8ePGCJIZ07d2alx0yYMOEvMZWvqKiAh4cHDh06hBEjRsDBwQEvX76Ek5MTDAwMsGfPHnBxcWHlypX4+PEjPDw8MH78+AbjMJlMODo64vbt27h37x569OiB6dOnQ1xcHJcuXfpnesRx4PAfhSOMcPjPUFVVhZSUFJbYkZb2FTVlcZCSYICHhwvpmaVITOZC5y6yDdJdFBUVISAggIsXL8LBwQHm5ubYvXt3vRDYuro6PHz4ENeuXUNAQAAGDRoEMzMzzJgx42+/Yf5LKbsC1LxufT/eAYCQdcfP5zcRFhaG+fPnY/Xq1di0adPf+uOmjsnEs7wMvPmegzpq6OsiwsuP/rxdMUv7p+v9nDlzUFxcjNGjR2Pp0qVYtWpVh87n4MGDyMzMxPHjx5tsk52djXv37iE4OBgPHjxA7969WV4hw4YNa/R4lpSUoFevXqirq4OmpiYcHBzqufz/lYwZMwaqqqr48uULHj58CH5+/hb7nDp1Crt374aPj0+jZqPp6enQ1dXFggULsGXLlkbX6+vrw8jICHJycnj+/DkuXLiAffv24dChQ5CWlkZhYSGICF27dsXq1auxefNm1k2Ouro60tPTkZ+f3+QT1tzcXAwcOBB5eXmoqqqCmpoaLl68CG1t7VYeIfYpKyvDoUOHcOjQIUhJSeHNmzcNjHK9v8Yjp7KsVeP26yqKj7eD4eHhAV5eXtjY2MDS0rLRm6qUlBQsXLgQdXV1uHTpElRUVNjaxvz586GoqIjdu3e3am7s8OXLF4wbNw7p6ekN3q+9e/fCz88PkZGRbHno/PjxA4MHD8aJEydARJg3bx4YDAa0tLTAw8ODsLCwJm+GJ0yYgE2bNuHVq1c4duwYli1bBnt7e7ZTQCZPngxzc/N2V+cKDw/H1q1bcfr0aaSlpcHd3R3R0dGYNGkS+Pj46okd5eXlkJKSwvfv3zFo0CD079+/UbFDSkoK586dQ1JSUrOCYWu5cuUKrly5goyMDLi7uzd6w9wcv6Ik/P39cfv2bSQnJ6NHjx7IycmBnJwcLC0tMXfuXPTo0YPVJyMjA4MHD0ZeXh64ublRUFAAAwMDJCUlsfxGAGCw5gh4BPohu6IMtUwmeAm4ccoD0X534LRr199iAFpdXY3o6GiWEPL161eMHz8eenp60NPTa+DT8TspLy/HqVOn4OLiAi0tLWzduhXJyclwcHCAoqIiDh48iIEDB8Ld3R27d++GnZ0dHBwcGv0OqKmpYUUPBQYGolu3bpg3bx5qampw69YttoU2Dhw4/DVwhBEO/xoYDAYyMzMb9fj49u0bCgoKIC8vX8/nIzIyEqqqqti2bRvExcXZekqSn5+PDRs24NGjRzh58iSmTp3aoE1VVRXu3bsHb29vhIaGYty4cTAzM8PUqVM7zAjyH0uZN1DzovX9eAcBQos6fj4dDJPJhJOTE06fPg1vb+9W/+DtaGqZTPinJiC9vOVS1JSQjPUzzVBXV4cpU6ZASUkJbm5uHf508OnTp1i9ejVevfq/KlAMBgPPnz9nRYWkpKRAT08PRkZG0NfXb9Eg8cSJEzh27BgAICIi4m836e3VqxcCAwPh6OgIMTExnDt3rsnjyGAwsGnTJgQFBSEoKKjZm+7s7Gzo6Ohg9uzZ2LlzZ4MxCwsLMXnyZLx79w5Tp07FgwcPICwsDA0NDZibm8PS0hJEBH9//wZlaY8cOYJ9+/Y16lfyi7S0NIwePRrp6ekAgOvXr+Pw4cN48eJFh4t/DAYDFy9exPbt26GtrY3du3fD0tIS8+bNqyfWldRU49znt60ev2snXizt89OkMyIiAh4eHrh//z5MTU1hY2ODESNG1Du+TCYTx48fh7OzM/bs2QMbG5tmPxuxsbEwNDTE58+ff4tP1M6dO/Hjxw/Wef+La9euwd7eHs+ePWM7SmXKlCnIzMxEdnY2lJWV8eLFC5w+fRopKSng4eFp1iunf//+uHHjBgYMGICMjAzY29sjIiIC+/btg7m5ebPnRVFRERQUFJCZmdnoMSIilJSUtOjb8asqCy8vL+Tl5ZGTkwNRUVFMmzaNVZ3tj69u3bqBi4sLO3fuRFlZGQ4fPtzkHO/fv4/Dhw/jwYMHbB1LdqiqqmIJLwkJCWxdYxkMBqKjo+Hv7w9/f39UV1dDXl4e2dnZAAAzMzOYm5s3W+lMRUUFAQEBEBERgZ6eHkxMTLBz504MHjwYnz59Ajc3N8aOHYuIiIh6/X78+IFhw4bhx48fyM3N/e3luokIiYmJLCEkMjISampq0NPTg76+PkaOHPmXiwalpaVwd3fHkSNHoK2tjW3btqG0tBQbN25kibd6enqIjY3F0qVL0aVLF5w+fbrJFLri4mKYmppCREQEXl5e6Ny5M5YsWYKUlBTcvXu3XSbnHDhw+D1whBEO/zMQEb5//96k8JGWlgYJCYkmDU7l5OQafNkbGRnB1ta2UXGjJR4+fAhbW1sMGDAAJ06cqPfk5o+UlJQgICAA3t7eiImJgaGhIebNmwcDA4P/vWoz7FAVAVT4t76fgCEgoN/Rs+lQCgoKYGFhgcrKSly/fv23hM63lrDMZLwvymO7/QxFNbg4bkNiYiKCgoJ+S252VVUVJCQkEB8fj6dPnyI4OBghISGQk5NjRYWMGjWqxW1nZmbCxcUFFy9exIwZM5CZmQkjI6NGy17+1YiIiCA1NRWdOnXCqFGjsGTJkkYjb8rLy2Fubo7i4mL4+vqyFT2Wm5uLiRMnwtjYGM7OzqybKiaTidDQUDg6OiI2Nhby8vIIDAzE3Llz4ebmhrlz56KgoABPnjyBlpZWg3EzMjLQp08fmJqa4sqVK41u+8uXLzA0NERSUhKAn9ddTU1NrFq1qp6/SXsJCwvDhg0bICwsDBcXF4wYMQLAz3SJUaNGISIiAv379wcApJb9gG9KQpu2s0JtOPj+cN3Py8vDhQsXcObMGQgLC8PGxgbm5ub1bto/fvyI+fPnQ1JSEufOnWvSK0dfXx9Tp06FnZ1dm+bWHESE3r17w9vbG8OHD2ctj4qKgqmpKcLDw1v0RCkvL4ePjw/27duHpKQkrFixAjY2NpCXl4egoCC+f/8OGxsbzJgxA3Pnzm1yHElJSXz48KGe4WlMTAxWr14Nbm5uHD9+vEF52qqqKuTm5uLs2bMsP4amBA9eXt4WK7JIS0vj/PnziIyMxNu3b7F3714sWbKkRcHh5cuXmD9/Pj59+tRkm9TUVGhpaSEzM7PZsVpL79690bNnT4SHN51aWllZifDwcPj7+yMwMBDdu3eHgoICsrKykJ6ejlmzZsHCwqLJVLA/s3jxYsjJyeHy5ctYtWoV1q9fj8rKSqirq8Pe3h5eXl4YMWIE9u/f36BvXl4eFBUVMW3aNFy7dq1d+94YhYWFCA8PZ4khRMRKj9HV1f3bImtLSkpw8uRJHDt2DLq6uti6dSv4+Phgb2+PFy9ewMnJCRYWFqiqqsLOnTtx+fJl7Nu3D4sWLWryPflVVvqXyTE3NzfWr1+PmJgYhIWF/S0V6zhw4NAyHGGEwz+KioqKJoWP5ORkdOrUqUnhQ0FBodnypI2hoqKC4ODgNpsoVlVVYd++fXBzc8P27dthZ2fX7JOW/Px8+Pj44Nq1a/jw4QNMTU0xb948aGtr//YnNH8ZzGLgxy6wU6qX1YVJ6K/ljfxCYlXp+KeFmD579gyzZ8+GmZkZnJycfqvZG7v8qK7C+S+xrerDVVqOs1YrER0d3eF52kwmE2/fvkVwcDArr33ixIksMaQp8fDPJCUl4cCBA/D19cXChQuxbt06cHNzo3///khJSYGIiEiHzru1VFVVQVhYGNXV1eDi4sK3b98watQoXL16tV6URnZ2NqZMmYIBAwbgzJkzrRJCCwoKMGnSJEyYMAFbt27FxYsXcerUKQgJCaG8vBz29vZ4+vQpnj9/jpycHAgLC7NSce7du9fkuJqamoiPj0d+fn6j18sPHz5g1qxZ+PjxI2vZ06dPYWZmhoSEhFZfYxsbf+PGjfjy5QsOHDgAExOTBjcXnp6eOHnyJJ49ewZ+fn6klP6AX2rbhJEcrwAc+IO49Asmk4kHDx7Aw8MDDx8+xOzZs2FjY8MqA1tbWwtnZ2e4u7vj+PHjDYSDsLAwLF++HB8/fvwt16oXL17AwsICiYmJrLl/+fIFY8eOxeXLl5uM+CEivHr1Cp6enrh58yYGDRqEN2/eICwsjCU+3b59G3PmzEFNTQ0GDhyIK1euYPDgwY2OV1dXBwEBAVRVVQH4+R32S9DIysrCvXv3cO/ePUhISEBGRgZFRUXIzc1FRUUFpKWlUVxcDFVVVQwdOpQVQfHnVBZ2oigLCgowYsQI1NbWIiwsjG2jWyaTCVlZWURHR0NZWbnJNkJCQsjKyuqwa0tqaioGDx4MLi4upKen19vHoqIiBAUFwd/fH2FhYVBXV4eysjIyMzPx6tUrGBgYwNzcHPr6+q1+eLJz504cOHAAp06dYpnObtmyBZ8/f8atW7da7O/l5YXFixdj//79WLt2bau2/Wdqa2vx/PlzVvWYT58+Ydy4caz0mD59+vytXibFxcU4ceIETpw4AX19fWzZsgXi4uLYvXs3rl+/jg0bNmD16tUQEBBAcHAwli9fjrFjx8LFxaVBVaQ/Eh8fDyMjI6xcuRIbNmwAFxcXdu/eDV9fX0RERDRIE+TAgcM/B44wwuEvpa6uDunp6U2KH8XFxayqE42JHx35hVJdXQ0RERGUlpa2+4dtQkICbG1tUVZWBg8PDwwdOrTFPmlpabhx4wauXbuGnJwczJkzB/PmzcPw4cP/duOzdlN2Dah5znbzG7c/Y671z5s5TU1NxMTE/K6ZtRoiwokTJ+Ds7IyzZ8+2Kbrod/EkJw0vC1pXAQgAxnfuBg3VtomBf6a4uBhhYWEIDg7GvXv3ICIiAiMjI2RkZEBNTQ27du1ie6y4uDjs378fDx48wPLly7Fy5UpWBYrdu3cjKysLp0+f7pB5t4f09HSMGjUKGRkZrGWPHj3C3Llz8fTpU6iqquLdu3eYMmUKli5dCkdHxzZ9piMjIzFz5kwUFxdj5syZWLFiBfj4+DB9+nSWUDxo0CDEx8dDU1MTKSkp8PT0hKFh0+VsT506hV27duHkyZOYObOh2fGbN29gZWWFt2/rp67MnDkTQ4cOhYODQ6v3A/gZBbN9+3bcvn0bjo6OWL58eZM3fUQEU1NTlJSUQFNTE8JS3cGrM7LRts3RmZsHV61Xo3fv3jh37lyTYmZWVhbOnz+Ps2fPQkpKCjY2Npg7dy66du2KV69eYf78+SxPAXFxcTCZTAwdOhRbtmxp9Bh2BKtXr4aYmBh27NgB4Gc62ahRo7Bx40YsWbKkQfvv37/j6tWr8PT0RFlZGRYvXgxLS0tYWlrC2NgYmzZtYrVdtWoV/Pz8kJqaCkFBQSQlJaG0tLTRaI7U1FRERUVBXFwc379/h5iYWINIDlFRUTx79gwRERFYuHAhNm/eDBkZGRQWFrJu+NvzhPzBgwdYuHAhBAQE4OTkhDlz5rSq/6JFi6ChodFs5R4NDQ2cPn2aJR61F3t7e9TU1CA5ORlGRkYwNDREQEAA/P398eLFC2hra6N3797IyMhAaGgoRowYAXNzc5iYmLQ5LevRo0eYOXMmmEwmCgsLwcXFxTKgfffuHVsRjkSEwYMHIysrC/v27YO1det8v75+/coSQiIiIqCiosISQrS0tNjyYvrdFBUV4fjx4zh58iQmT54MR0dH9OzZE0ePHsXRo0dhbm6OrVu3QlJSEtnZ2Vi9ejXevHmDU6dOYdKkSc2O/ejRI8yZM6eeufbx48fh5uaGJ0+edEjlNw4cOPxGiMM/A2YVUfV7osoIosrHRDUJRMzav3tWrYbJZFJOTg7FxMSQt7c3OTk5kZWVFeno6JCSkhLx8fFRz549ady4cbRgwQLatWsXXb58mZ48eUIZGRnEYDD+srl++PCBevfu3WHjMZlMunDhAnXv3p1Wr15NJSUlbPf99OkTbd++nXr16kUqKiq0detW+vDhQ4fN7S+HUU70Yx/R99UtvpJeLSBJCQECQACIi4uLZs6cScXFxX/f/P8/xcXFNHPmTNLQ0KDk5OS/ezoNuPb1Pbm8j2n163V+Vpu3yWQyKT4+ng4cOEDa2tokKChIBgYG5OrqSklJSax2/v7+pK+vz9aYUVFRNHnyZJKRkaGDBw82+OzU1taSnJwcxcbGtnneHcnLly9pyJAhDZa7ubmRmpoa+fr6kqSkJF27dq3VY1dXV5OXlxdpaWlRjx49aOvWrTR8+HCytrYmBoNB8+fPp/3791NdXR05ODgQHx8fTZ8+nQCQlJQU1dXVNTt+bm4uCQgI0JQpUxpdHx0dTSNHjmyw/MuXLyQuLk65ubmt2p+KigpycnIicXFxWrt2LX3//p2tfnl5ecTNzc26Lqy7eanV5/mlF0/o48ePpK+vT8bGxlRRUdHsNuvq6uju3bs0ZcoU6tatG9nZ2dG7d++ooqKC1q5dS7KysnT37l26cuUKjRw5kphMZquOBbvU1taSlJQUffnyhYiIqqqqaMyYMbRp06Z67RgMBoWGhtKcOXNIRESEzMzMKDw8nBgMBlVUVND69etJQ0ODbt26Re7u7rRjxw6ysbEhMTExEhISIllZWQJAwsLC1Lt3bxo3bhzNnj2bVq1aRc7OznT+/Hlyc3MjFRUVysrKotra5n+TfP36lUxNTUlRUZFu3bpFZ8+epZkzZ7b5OFRXV9OGDRtITk6OQkNDaejQofT8+fNWj3Pr1q0Wr0VmZmZ08eLFtk61HhUVFSQhIUHBwcG0cOFCEhAQIDExMbK0tKQDBw7Q8uXLSVpamoYPH07Hjh2j7Ozsdm/Tz8+PJCUl6dGjRyQvL08JCQlUV1dHI0eOJA8Pj1aNFRgYSH369CEZGRm6evVqs21//PhBfn5+ZGtrS8rKyiQjI0MLFiwgLy+vVl8rfjffv3+nrVu3kri4OC1atIi+fPlCdXV15OnpSXJycjRz5kzWZ47BYNCpU6dIQkKCHB0dW7x2EBF5eXmRpKQkPXz4kLXM09OT5OXlKTU19bftFwcOHDoOTsTI3w2zAqgMAaqfAaiuv45LGOg8Fug8AeD6+8P2f1FaWtpkxMe3b98gICDQZMSHvLz8P+KJAfAznPjChQsIDAzs0HELCgqwceNGPHjwAK6urpg+fTrbfYkIb968gbe3N27cuAFxcXGYmZlh7ty5UFBQ6NB5/naYpUDZZaCu6RKb0S+yMWtxELKyywEAY8eOBT8/Px48eAAeHh6sXr0aTk5O7Q7fbwvv37/HzJkzoaOjg6NHj/4jjdIufolFYXVVq/tpSspBS6on2+3Ly8vx8OFDlnEqFxcXJk+eDCMjI0yYMAFdunRp0Cc/Px+9evXC9+/fG00TIyKEhobC2dkZ6enp2LRpExYuXNjocb59+zZcXFwQFRXVuh39TQQHB8PV1bVBygoRYdy4cXj58iXCwsIwduxYtsfMyMiAh4cHzp49iwEDBsDOzg5TpkxBp06dUFpaCmNjY0hLSyMkJAQvX76EnZ0dKisr8f79e+zevRtOTk6oqKhAYGAgdHR0mt2Wjo4Onj17hqysrAbpVBEREdixYwceP37coN/atWtRXV0Nd3f3FveHyWTCy8sLW7ZswciRI7F//362K70AP70XRo0ahbi4OADA8GlGmOu0je3+TAYDx2YvRH5KGphMJoyNjVFQUIA7d+6wlUKWnp6Oc+fOwdPTEwoKCrCxsYGUlBSWLl2KwsJC3Lp1CwYGBmzPpzWEhIRg+/bteP78OYgIFhYWqKmpgZeXF75//47Y2Fh4e3vj/v374OXlRe/evSEqKoqioiJWpEdlZSUYDAbU1dWhoKBQL8LDwcEBRkZG0NXVhbe3d7Omo+Hh4di7dy8ePnzI9vwfPXqE1atXIyMjAw4ODti4cWOrj0FCQgLMzMzQs2dPeHp6QkJCAtLS0nj79m2rvZ2Ki4tZFV2aSttxcnJCWVlZo94b7MJgMPDs2TM4OTkhMjIS4uLimDZtGnx8fGBgYIDo6GgwGAxYWFjAzMwMvXv3bvO2/sj58+exZcsW3L17F0OHDsX8+fMxZswY1NTU4ObNm4iIiGiVcTIRQUNDA4sXL8bevXtx6tQpmJiYsPbx5cuXLJ+QuLg4aGlpsaJCBgwY8I+LeC0oKMCRI0fg4eEBU1NTODg4QElJCSEhIdi0aROEhYVx+PBhaGpqAviZCrN06VJwcXHhzJkzLK+jpiAiHDp0CCdPnkRQUBDL++fWrVtYvXo1IiIiOuy95sCBw++FI4z8nTC+A6WnAGZB8+06KQGCSwHuv+bmsKamBmlpaU36fFRUVDQpfCgpKUFYWPgvmWd72b9/PwoKCpp1q28Pjx49gq2tLdTU1ODq6oqePdm/EQV+3lg8efIE3t7e8PX1RZ8+fTBv3jzMnj272fzWfxREQF0iUBWDuqrPIGYZioqrUV4tBSn56ejWfRRqamoBADw8PBATE8Pdu3chIiKCqVOn4vPnz+Dn58fevXuxevXqv8zX49KlS9iwYQOOHj36t5QuZJe2lDAFgKGCYpCpAcuUr7EfsklJSQgKCkJwcDCio6MxfPhwlleImpoaTDsXQgABAABJREFUWz9++/Tpg1u3bkFdXZ21jMFg4Pbt23B2dkZNTQ0cHBwwZ86cZt/bSZMmYeHChR1q/tkeLl68iEePHuHSpUusZQwGAxs3bkRQUBCEhYUxadIkODs7NzsOEeHRo0dwc3PDo0ePYG5ujuXLl0NNTa1B2/LycgwcOBB1dXXg4uJiiaVRUVF4/fo1srKycOnSJdja2sLV1bXZdIOLFy/C0dERe/fuxaJF9StBhYSEwMXFBaGhoQ36FRYWom/fvnj8+HGjc/zF48ePsX79enTq1AkuLi6NliZuiuzsbLi7u+P06dMQEhLCt2/fAPy8PuwJ8gW/HHuh6CHu5xB6yhMAICoqioKCAqxfvx4PHz5ESEgI2zfXdXV1CAoKwunTp/Hy5Uv06dMH3759Q+fOnXHx4kWMGzeO7X1rDCLCjx8/6qWvuLi4QFRUFHJycoiKikJOTg66dOmCwsJCdOrUCQwGA7Kysk2WoRUSEoKOjg52797d6HnAy8uLO3fu4OPHj0hNTW22rPav8vPXr19v1X79qn4jJCQEExMTODk5QVJSkq3jcfbsWWzZsqVeZaDq6moICQmhsrKyTX5cOjo6WLNmTZOpkD4+Prh69Sr8/f1bNW5VVRUePnzIMk+VlJREQUEBVqxYAUFBQXh7e+Pjx4+QkZHBlStXGlRCai+HDx/GyZMnERISwvJK8/T0xN27dxEVFYUnT56w7cfyR27fvg0nJyecOXMGenp6sLCwQFZWFsLDw9GjRw+WEDJ27Ni/5cEFO+Tn58PFxQVnz57FzJkzWeV237x5g02bNiE9PR0HDhzAtGnTwMXFhcrKSuzZswfnzp3Dnj17sGTJkhYFJQaDgTVr1uDx48cIDg5m+Wjdv38fCxYsQEhISJP+PRw4cPgH8rfEqXAgYlYTFe1lK9WAvq8mKjlN1EFhuwwGgzIzMykqKoouX75Mu3btooULF5K2tjb17NmT+Pj4SFFRkSZMmEBWVlbk5OREXl5eFB0dTTk5Ob8tfPivZuHChXTmzJnfuo2qqirauXMniYuL09GjR1sMRW6K6upqunv3Lpmbm5OIiAjp6enRhQsX6MePHx0849+Hra0tKzReSEiICgoKSFlZmXh5eUlSUpL69etHQ4cOJQkJCfLx8SEiojt37pCoqChxcXGRiIgIXbly5bemW1VUVJC1tTX16dOH4uPjf9t2OoqIrJQ2pdLID+zHSlH4lSJUWVlJISEhtHr1aurVqxfJyMiQlZUV+fr6tjmtadGiReTu7k5EP8/h8+fPU+/evWnkyJEUEBDA1nuZkJBA3bt3p6qqqjbN4Xdw4MAB2rBhA+vvsrIymjp1Kk2YMIEKCwspLy+PFBQUyNvbu9H+xcXFdPLkSVJTU6P+/fuTu7t7i6l3lZWVJCQkRJ06daKRI0dSdXU1GRgY0LZt20hGRoZmz55NRESxsbEkJydHx48fb3KsoqIiEhAQoPHjxzdYFxgYSJMnT26yr4uLCxkbGze6LjExkaZNm0aKiop07dq1Vn1XvH79miwtLUlUVJRGjRpF3bp1IysrK5o9ezYBIEVFRVJSVaUTT8JaPL9NNq1hnd8AqHfv3vTu3TtiMpm0d+9eUlZWZoXMt4a3b99Sly5dSFxcnPr370+ioqK0evVqqqysbNC2vLycvn79Sk+fPiVfX19yc3Ojbdu20ZIlS2jKlCk0fPhw1vetiIgI9enTh7S1tWnmzJnEx8dHW7ZsISsrKxIXF6cZM2aQuLg4aWtr05UrV6i8vLzZeS5dupQsLS0bXZeVlUUAqLq6mpYsWcL6fDbFsWPHaOXKlewfpP+Ph4cHzZ49mwoLC2nNmjUkISFBLi4uVF1d3WSfgoICMjExoUGDBtHHjx/rrUtOTiZ5eflWz+MXhw8fpqVLlza5Pj4+nu3U2qKiIvLy8qJZs2aRiIgIjRkzhlxcXCguLo62b99OAgICJCIiQhYWFnTv3j3Kz88nUVFRyspqewrjn2EymbR582ZSU1Oj9PT0eus+f/5MnTt3pp07d7Zp7NLSUgoICCBxcXGSk5MjUVFR4ufnJ3t7e8rMzOyI6f9WcnJyaMOGDdStWzdatmwZK40lJSWFLCwsSFpamtzd3ammpobVJzQ0lJSVlWnOnDlspzZVVFSQiYkJ6ejo1PstFhkZSRISEvT06dOO3TEOHDj8djjCyN9FRTj7osivV3U8ffz4kYYNG0YBAQHNDl9UVERv3rwhX19fOnToEC1fvpwMDQ2pT58+1LlzZ+revTuNHDmS5s6dS46OjnT27Fl68OABff36td6Xxb+ZUaNG0ePHj/+SbSUkJNCECRNoyJAh9PLly3aNVVb2/9g787iaurf/X83zeM6pTnMaVJppMKSUiDIVQkIKkSGzcAsZCpnSROYbUTJmDBkyk3meh0wpKs1nf35/+LUf527Gfd/f5/v0fr36o33WXnvtae21rnVdn6sYKSkp6NWrFxQVFeHj44PU1NRGxcD+W5SUlEBG5n90RERFRTFy5EjExsYiMTERubm50NbWhoODA1xdXaGlpYUlS5aAYRgIBAIsXrwYEhISEBUVhba2Ng4ePPjbDXRPnjyBjY0NBgwY0CR9mH+Tx7lvmmwUmbx7q9CkUUpKChoaGpCWloa9vT0WLFiAnJyc33J9k5OT4efnh1WrVkFHRwceHh44efJkk+oOCwvDjBkzfrktv5NJkyZhyZIlAIC3b9/Czs4OgYGBQpO+GzdugMvl4urVq+y2u3fvYsyYMVBRUUHfvn1x6tSpRl2LsrIydOzYEXJycrhx4wZ69uwJT09PyMvLo1u3btDU1MSpU6fY8s+fP4eJiQlmzJhRZ/3e3t6QlZWtMVlLTU2Fj49PvW1p0aIFTpw4wW779OkTxo0bBy6Xi+jo6FoNBbVRVVWF9PR0dOzYEdra2vD19YWmpiZ8fHzYibFAIEC/fv0gKiqKyMjI71pOh/Zj7JYkoed62c1sjF8fh13HDuPIkSPs862oqAgPDw9wuVwsWLAAlZWVSEpKgqamJq5fv96odlYzefJkDBo0CBcvXkR4eDhMTEwgJiYGaWlptGvXDs7OzjA2NoaCggKkpaWhr68PJycn9O7dGyEhIZg7dy4SExOxd+9eXLx4ES9evKhxrXbs2AF3d3dMmjQJ4uLi4PF4CA8Pb7QhZ+/evdDX16/TmJmcnAwZGRkAgLOzs5AeQm3MnDkTkZGRjTr2j7i7u7MGbuC7jpanpydMTExq7b8zMzOhra2NSZMm1WoEPXPmDNq1a9fkdvx4fG1t7Trfh7KyMkhJSdVpuHnz5g3i4+Ph4eEBBQUFeHt7Izk5GW/evMHBgwcxcOBAKCkpQVNTE4MHD0ZxcbHQ/qNGjcK8efN+uv0/UlVVheDgYNjb2+PTp081ft+1axfExcUbrVMmEAhw9epVLFq0iNWNcnNzg7+/P1q1aoWqqiqcPHkSXC4XFy5c+C3n8HeQm5uLiRMnQkVFBWPHjmUNRgUFBZg6dSpUVVUxe/Zsoe/7hw8fMGjQIOjr6+PQoUONPtanT5/Qtm1b+Pv7Cz0z165dA4/Hw/Hjx3/fiTXTTDP/GM2GkX8DhgEK5jfZMPIkZypkZGQgIiKCKVOm4MGDBzh8+DDi4uIwZcoU+Pr6ws7ODsrKypCXl4elpSV69uyJsLAwrFq1Cvv378ft27drfLD/r8LhcPD+/ft/7HgMw2Dz5s1QV1fH+PHjf4u4aH5+PpKTk+Hu7g5lZWUMGTIEhw8f/o8zbn348AFubm5wcXEBh8NBZGQksrKyhMpcuXIFXC4Xzs7O8PLygqWlJUaMGMGeS1FREQICAiAqKgpxcXFYWFjg3Llzv6V91cJ1a9as+V/hEVVZWYnY2FjweDzM37OjSYaRVp2chQwjMjIycHNzg7e3N5SVlWFvb4958+bh6tWrv+SdU1BQgAkTJkBUVBR9+vTB5cuXm1xHcXExVFVV8fz5859ux9/B4MGDsXnzZty4cQM6OjpYtGhRrc9NWloadHR0sG7dOri6ukJDQwNz5szBmzdvGn2sV69ewd7eHoqKikhPTwfw3fvGwcEBqqqqkJeXh7GxcY3jf/r0CQ4ODhg2bFit/UFKSgr4fD5WrlwptP3PP//EwIED623Trl27YGNjg2/fvmHJkiXgcrkYO3ZsrZO02vj69StWrFgBAwMDODo6YtKkSTAxMYGrqysuXrwoVPbDhw8wNTWFp6cnOnXqhKysLMjKyoKIIKukCC0zExjb2aD/gAH4888/4ebmBgBwcnKCtLQ0srKy2L6nU6dOaN26NW7fvo20tDRWrDIvLw937txBZmYm/vzzTyxbtgxTp05FQEAAPDw8YGlpCVVVVRAReDwebGxs4OnpiWHDhmHEiBEwNzeHiIgI+Hw+YmJi8OnTpyb3IwzDIDs7Gzo6OpCWloakpCRryGks7969g7q6er394pAhQ9CiRQsAAI/Ha9ADIDg4uMninR8+fICSklKtni0ZGRlo2bIlPD09ce/ePZSXl2Pq1KnQ1NTE0aNH66xz+/btrFfUz8AwDFq0aFGvgLOxsTFrTGAYBvfu3cOiRYvg4OAAFRUVDB48GGlpaSgsLER2djbGjBkDHo+Hdu3aIS4uDrdv34aysjIKCgpq1H3r1i1oaWn98re5rKwMPj4+cHd3r9WAX1BQAE1NTbi7u2P9+vV11vPmzRts2LABAwYMAJfLhZmZGSZMmICMjAx2jCgQCGBubo4jR44A+H7v1NTUmmxQ/Lt5+/Ytxo8fDxUVFUyYMIF9psvKyrBixQrweDwEBwcLPesCgQDJycng8XiYOnVqk8bFT58+ZQ3PP34j7927Bw0NDezZs+e3nVszzTTzz9JsGPk3qHrfdG+RzxNQ+jYU4uL/o9JvaGiIzp07Y+TIkVi8eDFSUlJw6dKlnxqU/V8jLy8PSkpK/8p1+vTpEwIDA6GlpYXdu3f/tjbk5uZi5cqVcHR0BI/Hw5gxY3D27Nl/NNNPQ7x8+RJaWlp1/r59+3bo6emhU6dO6N+/Pzw9PeHh4SHkpvrs2TM4OTlBVFQUEhIScHFxwc2bN3+qPRUVFZg8eTL09PR+KtvBv8Hp06dhZWWFTp064c6dO7j/6CHmZKQ1yijSJWQ4G84kIiKC4cOHQ0JCAiIiIpCVlcWUKVOwc+dOdqLK5/MRHByMvXv3Nnrg+P79e0yfPh2qqqoYMmQIlJSUftr9Ojk5uc6wjX+TLl26YN68eeDxeEhJSam1zLt37zB//nwoKChAQUEBW7ZsqTeMoDZOnjwJDQ0NBAcHw8zMTKiv6NevH/h8PmRlZREVFVXr/sXFxejWrRu6d+9e4/4VFxdDVlYWdnZ2QtvXr1+PYcOG1dsugUAAY2NjcLlc9OzZEw8ePGjU+Tx9+hRhYWFQVVXFgAEDEBsbC3t7e9jY2ODIkSM1+sL8/HxYW1vjjz/+QFVVFTp06AA+nw8pKSkh4560tDR0dXVRXl7OZi8qLi7GypUroaGhgcTERLi4uEBVVRWtW7eGpKQktLS0wOVyQUSQl5eHmZkZOnXqhAEDBiAsLAxRUVHYtGkTjhw5ghs3bqB///4IDw+v89yePHkCS0tLKCgogMvlIjw8vFGZrD58+IClS5fC1NQUhoaGkJSUhLa2dpMzpDAMw4ZW1YeNjQ28vLzw+fNnKCgoNPj96dmzJ/bu3duktiQkJNRrXCsvL8fy5cuhrKwMNTU1eHp64uPHj/XWuWTJEkyaNKlJ7fgr48aNw8KFC+v8vUePHli4cCGmTZsGExMTaGlpITQ0FJmZmaioqMC9e/cwa9YsGBgYwNTUFAsWLBC6x/PmzcOoUaPqrN/Z2Rmpqak/3f7CwkK4u7vD19e3ztDCkSNHIiQkBAkJCRgyZAi7/du3bzh8+DAmTpyIVq1aQVVVFf3790dycnK9GVN27NiBtm3bss9JWloaNDQ0/iOy5r1+/RqhoaFQUVHBpEmTWO83hmGwY8cOGBgYoHv37rh9+7bQfvfu3YOzszMcHByanOnsypUr4PP5iIuLE9r+7NkzaGtrY8uWLb92Us0008y/SrNh5N+g4tFPGUbweYJQWtNm48fPk52dDXt7+3+1DVlZWTA1NUWPHj1+eyq3J0+eYMGCBWjVqhV0dXUxbdq03xYe8SuUlJRASkqq3nbMnDkT7du3h6urK4YMGYIxY8bA3Ny8htfAiRMnoKWlBVFRUUhJScHHx0coXWxDvHnzBu3bt0e3bt2Ql5f3s6f0j/HmzRsMHDgQOjo62LVrFwQCAUJDQyEjIwMpOVn4zp6KJTlnazWILDh3FI59eghNJkePHg3gu3Fo/vz5kJOTg4iICCQkJNC9e3ecOnUKDx48wPLly+Hm5sam5V2zZk2tHhzPnz9nw0RCQ0PZMj169MCuXbuafL4Mw8DOzq5J7s3/FFpaWuBwODh//rzQdoZhcO7cOQwcOBDKysoYOXIkrl+/jj59+iAwMLDR7x/DMFi6dCnU1dVx/PhxeHt7C63al5WVQUlJCcrKyhAXF0e7du3qDP+qqKjA0KFD4ejoWMOjo3///lBQUBAK04iPj693cpednQ0nJyeYmJiAx+M1qHfBMAxOnz6N3r17g8PhYPr06Th48CA8PDxgaGiIHTt21Gq8LSwshKOjIyZOnMhet4cPH0JFRQV+fn4QERFhjXzi4uIgIrRv3x4cDgfi4uKQlpaGgYEBtLW1oaqqihEjRqBnz56Ql5dHWFgYHBwcYGVlha1bt0JDQwPJycl1nsONGzegpqbWoJcfwzCIj4+HkpIS6x3n6emJPXv2CHl+VFVVISMjAz4+PlBSUsLQoUNx5swZrFixAhwOp0HjRm2sXr0aDg4ODXokqKioYMGCBTh//nyjvoGOjo41nvOG6NSpU72r5gzDYN26deBwOOjQoQN4PB7i4+Pr9Y4ZP348li9f3qR2/JUjR47UCMcpKyvD4cOHMWrUKMjJyUFNTQ2zZs3ClStXwDAM3r59i5iYGNjZ2YHP52PSpEm4du1ajXe5oqICmpqauHXrVp3HT0lJqVXXpzF8+vQJ9vb2GDFiRJ0puc+cOQMtLS18+fIFd+/ehaamJpYsWYLOnTtDXl4ezs7OiIyMxKVLlxpM611NVVUVWrZsKRQasnXrVmhpaf2UTs/v4OXLlwgJCYGKigqmTJki5Pl7+vRp2Nvbw87OTijcD/iu0zRnzhxwuVzExsY2+hpUk5GRAR6PV8NQ+PbtW7Ro0QJr1qz5+ZNqpplm/iNoNoz8G1Q+/2nDiLy8BDuxERcXh5qaGszNzeHs7IzevXsjKCgI06ZNw5IlS7B+/Xrs3bsXZ8+exf379/Hx48efFv/8b2PDhg0YPHjwv90MlJWVYf78+eBwOIiJiflb7s+tW7cQHh4OfX19mJqaYv78+f/agAYA5OTk6tXwEAgE6NGjB4YNG4YOHTpgxIgRWLFiBfh8fg2vDoFAgDVr1kBWVpaN9f+ry2xtZGZmgs/nY8GCBf9RHjW1UVZWhsWLF4PD4WDWrFnsyn9VVRWcnZ0hLS3NeoBo6Omi0zB/jIhdikWH92DzlXOI3rIeQ4YNZVfZRUREap0ECgQCrF27FjweDyIiIpCRkYGhoSHi4uJQWFiIL1++YNeuXRgyZAi4XC4sLCwwY8YMbNmyBf7+/lBVVcWMGTNqhKdFRUVhwoQJTT7vS5cuwcDA4D/q/lRVVWHChAkQExMTClcoLi7G2rVrYW1tDWNjY6xYsULInb6oqAiWlpY1wlZqo7CwEP369UObNm3w8uVLPHr0CDweT0hD6NChQzAyMoKpqSmGDBmCESNGoG3btnWKMVcLNbZs2RIvXrxgt+/btw+ampqYP38+u60usc0nT56gX79+0NbWxubNmyEQCNC/f/869SfKy8uxZcsW2NrawsTEBPHx8aznBZ/PR3x8PMrLyyEQCPDp0yfcvn0bx48fx9atW7Fw4UJoa2vDyMgI7u7uaNWqFWvwUFJSgoSEBDQ1NWFnZwdHR0esWrUKmpqa2LhxIy5duiQkdFndTn9/fzAMgzNnzkBDQwMxMTFITEwEl8vFpEmToKenh6ioqFqNV56enli9enWD966ax48fo127dujYsSNiYmLQrl07aGpqYty4cRg/fjy0tbVhb2+PxMRE9p4JBAJWYLWpBuw7d+6Ay+U2ql8XERHBlStXsGHDhjoFWn/EwMCgSQbnd+/eQUlJqU6dmc+fP8PHxwfW1tas18GNGzfg6uoKS0vLGpPZanx8fH7KwPojpaWlUFRUxLNnz7Bjxw74+flBSUkJ7du3x9KlS7F48WL4+/vjy5cv2LBhA9zd3aGiooLAwEBkZmbWO5FOSUmBi4tLvccvLy8Hn89vsrD369evYWZmVq9mUFlZGYyMjDB+/HgEBARATU0NYmJiCAgIwN69e38pdHfr1q3o0KGD0LGTkpKgp6f32xd16uP58+cYOXIkVFVVMX36dCEvo3v37qFHjx7Q09PDtm3banw3Tp48CRMTE/j4+DQplLGa5ORkqKur19BYycvLQ6tWrer1RGqmmWb+99BsGPk3YMqAz5OabBR5fGWo0IqvlZUV/Pz8MG3aNKxYsQKbN29GUlISFi5ciEmTJmHo0KHw9vZG27ZtYWxsDFVVVYiJiUFZWRlGRkZwdHRE9+7dERAQgLCwMCxYsAAJCQnYtWsXTpw4gZs3b+LNmzeNFtL738SMGTN+SlDu7+LRo0dwd3eHjY3NT2kxNAaGYXD+/HmMGzcO6urqaNOmDWJiYn5qkPAr6Onp4enTp/WW+fr1K1q1aoVly5ahbdu2GDt2LPbu3SuUseZHioqKMGbMGEhISEBSUhKysrKYOnUqPn/+LFROIBAgMjISfD6/zgH4fxIZGRkwNjZGjx49hCYnDMPg+vXrmD9/PmsYISJISEigW7duQgPYjx8/QklJCU5OTlBSUsLEiRNhYWFR7yR67969aNGiBURERKCgoAB5eXmEhoaygphVVVVYv349TExMIC4uDhkZGfTr1w87duxAfn6+UH1nz55FmzZtmnzuQ4cOZQVO/xMoKipCjx494ObmBjExMZSXl+PRo0eYOHEiOBwOevbsiaNHj9ZpyHn27BnU1dVx7NixOo/x4MEDmJmZITg4mO13x44di5kzZwqVGzFiBPh8Pvh8Pi5evMh6D9nb29e4/j+ycuVKaGtrs6vaZWVlUFBQgKGhIfvM/DXjTn5+PiZNmgQOh4MFCxYIeYg8ffoUHA5HKIvDx48fMX/+fGhoaKB9+/ZYsmQJEhIS0L59e8jIyKB169bo2rUrWrduDS0tLUhISEBVVRXm5uZwc3ODn58f9PX1YWtri40bN+Lo0aO4efMmPnz4gKqqKjAMAy0tLXTt2hVhYWFYtmwZAMDX1xc7duwAAIwePVrI6+Lbt29o06YNFixYAOB7dgorKysMGzYMDx8+ROfOnWFtbQ1DQ0NMnjxZ6B5mZmbC0NCwyWFQVVVViIqKAofDwciRI+Hg4ABpaWlISUnBxcUFBw8eFJpojxo1CuLi4igqKmrSccrKymBlZVWvx0s1d+7cgYiICAQCAaZNm9aoyVxDhuy/smbNGvj7+9f628mTJ6GtrY2JEyfWCAVhGAZpaWnQ19dHnz59anwjHBwcmuy58iO5ublITEyEmpoapKWl0b17d6xdu5Z9dsvKyhAdHQ1lZWUoKiqid+/eTRI179ChQ63fpr8yZ84c1luvMTx48AB6enpYunRpjd9KS0uRmZmJadOmQV1dHeLi4ujTpw8SEhLw9OlT9O3b97eEdlRWVsLIyEhI4BkAli9fDiMjo9+abac2nj59iqCgIKiqqmLmzJlCnm/v3r3DyJEjweVysWzZshrj1U+fPmHo0KHQ0dFpMGlBbTAMgzlz5qBFixZ4+PCh0G9fv35FmzZtMG3atH/dG7eZZpr5PTQbRv4tijY12TAye7KDkGFEXFwcpqam8PDwgL29PeTl5aGvr4/evXsjIiICe/bswfPnz4U67KqqKuTl5eHBgwfIzs7G/v37sXHjRixbtgwzZszAiBEj4OPjAxcXF7Rq1QoaGhqQkJCArKwsdHR0YGtri86dO8PPzw9jxozBnDlzsGrVKvz55584fPgwLl++jGfPnuHr16//0R+KPn36/PLq0++GYRhs3boV6urqGDt27N+aireyshLHjh1DYGAgVFRU4OrqiqSkpBqGhL+DNm3aNErP4+nTp1BXV8e+fftgb2+PiRMn4urVq9DS0kJ0dHStz9eLFy/g7u4OCQkJyMvLQ1FREQsWLEBRURHy8vLQrVs3dOjQ4T8+5eCTJ0/Qo0cPGBsbs6EkX79+xe7duxEUFAQ+nw9jY2N07NgRFhYWyMnJgZ6eHsTExGodpPbv3x8RERF4+/YtGIZBaGgoPDw8GnS7z87Ohp2dHURFRSEvLw8FBQXY2NjAysoKOjo6WL16Nb59+4ZXr14hISEBXl5ekJeXh4uLC5YuXYr79++jpKQEcnJyTRK3q9YAaqyY59/NmzdvYGtri+HDh+PNmzeQk5ND165dwePxMH369EaLw546dQpqamp49OhRjd/S09PB5XKFUogXFBRAWVlZyHgpEAigqqrKioBWvwcMw2DSpEmwsbGp97rt2LEDampqbEauYcOGQVVVlRVUnD9/PmbNmoXy8nKsXLkSPB4PI0eOxLt371BeXo5Xr17h8uXL2L9/P9auXYv27dvD3NwcnTt3hpqaGiuOLCUlBT09Pdb4YW1tjRkzZmDt2rXYv38/Ll++jFevXglNkCsrK+Hj44M+ffrU6T1XVVUFZWVlaGhowM3NDZs3bwYAREREYPbs2QC+Tyb/6mXz9u1baGtrs5PXoqIi+Pr6om3btuykWVVVFbq6uhg8eDAqKiogEAhgZ2eHnTt31nNXaycnJwdjx45lxdBbt26NFy9eoLi4GOvXr4e9vT10dXURGRmJ6OhocDgcBAYGNvk4kydPRp8+fRr1vV26dCkUFRUBfNcO2b17d73li4uLIS0t3aRveceOHWtMQMvLyzF9+nRoamqyQp51UVpaioULF7IeaNVGGU1NTbx69arR7QC+PwdRUVFwcnKCsrIyBg0ahJEjR6Jv374Avr9LWVlZGDFiBFRVVdG+fXtISko2ObQyJycH2trajfL4fPPmDZSVlRvlwXH16lVoaGhgw4YNAL6/43fv3sWKFSvYrFROTk4YM2YMlJSUhLzBACA2NhZBQUFNOpe62LhxIzp16lRje2RkJFq1avW39NWPHz/GsGHD2PCyH8cnRUVFiIiIgKqqKiZPnlxj7PKj2H1YWNhPZZqrqKhAYGAg2rRpU8MTsqSkBC4uLggJCfmPHus200wzTaPZMPJvUfka+BzWaKNI/tMQcDn/oy8iJibGxldXpz/V09PDyJEjMXfuXMyYMQNeXl7Q0tKCkpISOnbsiPHjx2PDhg24fv16ncJdtcEwDAoLC/H8+XNcuXIFR44cwbZt27B69WpEREQgNDQUAwYMgIeHB+zs7KCrqws5OTlISEhAXV0drVq1QseOHdGnTx8EBwdj+vTpWLp0KTZs2IB9+/bh3LlzePDgAT59+tTkmM+fxdzcvMmiW/8UeXl5CAoKgpaWFlJTU//2j25paSnS09PRr18/KCoqwtvbG9u2bWvyymVj6datGw4ePNiosidPnoSamhquXbsGGxsbzJgxA69evYK1tTWCg4PrnNifPXsWLVq0gISEBLhcLpSUlKCiooKJEyf+x2Xs+ZFv375h9uzZ4HA4WLRoEXJycrB06VJ06tQJ8vLy6Nq1K1atWoVHjx6x7vNPnz5FYmIijI2NISEhUevzcvz4cVhZWbG/VVZWwtvbG0FBQY16vu7cuQMrKys2FIfD4UBTUxORkZE1Bozfvn3DgQMHMGrUKGhpacHQ0BB8Ph9Lly5t9Kr70qVLG+Xm/09QnXlm1qxZiIqKgpaWFqSlpbF58+af8qaLj4+HmZkZOzGqqqrCjBkzoKurW8NguHTpUgwaNEhoW3Z2NpSUlGBpaYnExESh3xiGQXh4OCwsLOrNuJWZmQkej4fdu3fjyJEjUFdXx9ChQ3Hs2DH06NEDNjY2UFZWBp/Ph6OjI8zNzaGqqgpxcXE2hKV79+4YNmwYevfuDTExMSgqKiIoKAgXL17Ehw8fEBUVBS6Xi+HDhzdqQisQCDB48GB07dq13u/T1atXYWZmhmPHjkFKSoo1WuzatQu9e/dmy3l7ewsZmYDvqTR/TKEsEAgwd+5c6Ojo4OrVq3j+/DlcXV1ZjZANGzbA3t6+0X1wQUEB4uPj0bp1a+jo6GDOnDl4/vw5ysrKEB4eDnV1dSGvguvXr6N79+4QERGBnJwcli9f3qTQsePHj0NLS6vRE/k+ffrAwsICAGBiYtJgSMfz58+hq6vb6Pa8ffsWysrKQu/Fw4cP0bp1a3h7ezcosPrXuoYMGQJNTU0kJydDXFy8wb5bIBDg0qVLmDFjBkxNTaGpqYkxY8bg2LFjbN/z+vVrKCkpYerUqdDR0YGlpSWio6PZZ5TP5zc5PCQ4OJj1RmoM/fr1Q2xsbL1lTp06BR6Ph02bNiElJYUVbK8e56WlpSE/Px8CgQDt27evIQYKfA+jNTIyatK51EVFRQUMDAxw5swZoe0Mw2DGjBmws7OrNRvPz/Dw4UMEBASAw+Fg7ty5QvVWVlYiMTERfD4fAwcOrFXg+NGjR3Bzc4OdnZ1QuvSmUFhYiK5du8LLy6uGUb+8vBxeXl4YNGjQf1SoZzPNNPPrNBtG/k1KsxppGJmIN8+OsgJzRARFRUXw+XzIyclBV1cXYmJi7G9SUlKQkpJCt27dEBsbiwsXLuDYsWNYtmwZBg8eDAsLC8jIyMDS0hIBAQGIiYnBiRMnfrsAZVlZGd6+fYtbt27h5MmTSE1NRWJiIhvqM2TIEHh5ecHJyQnGxsZQUVGBmJgYVFRUYGRkBCcnJ3h5eWHIkCGYOHEiFi5ciMTERKSmpuLkyZO4desW3r592yQjD/B9IiItLd2gaOC/zZkzZ2BmZgYvL69/LF3p169fsWXLFnTr1g2KiooYMGAA9u3b12Q38voYMmQINm7c2OjycXFxMDc3x7Nnz2BpaYmIiAgUFhbCy8sLnTt3rnMwJhAIsG7dOjbURFVVFTo6Oti0adM/ZoBrLAzDYNeuXdDW1kbHjh0xZMgQ6OvrQ1dXFyEhIThw4IDQ4Ky8vBy2trZYt24djh8/DnV1dWRmZkJfX7/W+gUCAVq0aCE08S4qKoKtrS0WLVpUZ7sqKyvx559/olWrVrCzs0NCQgL69u3LhiyZm5tDSUkJAwcOxLlz52pMIBmGQU5ODjp06ABtbW0oKirCx8cHGzZsqHPiXt3Wv8Zy/xtkZGRARUUFLi4uUFZWxtChQ5GYmIgOHTr8Ur0hISHw8vLC+/fv0blzZ7i5udWYNFZWVkJXVxdXrlwR2j569GhISkpCSUmp1lVQhmEQEREBExMTnD17FmfOnMGuXbuwevVqzJw5E8OHD0f37t1hamoKUVFR9tshLi6ONm3aQEZGBrKysggODsbWrVtx7Ngx3Lp1Cx8/fmQnAcXFxYiLi4OJiQlsbW3h7++Prl27orKyEuvWrYO2tjb69OnDhl41BMMwGDVqFDp27NhgvxwVFcVqoPB4PHTu3JlNrWpsbMyWO3HiRI1MPgCwe/duaGtrC3mNpaWlgcvlYseOHWAYBmvWrIGkpCTExMQaTL3JMAyysrIwePBgKCkpoW/fvjhy5Eitfcz58+dhZGSEwYMHo6CgALdu3QKPx0NcXBw4HA5sbGzQokULLF68uMFU8nl5edDW1q43NOuvmJiYYMCAASgvL4eUlFSD385Lly41KQxu9erVrEGTYRgkJyeDy+X+Uhr0ixcvwtbWFhISEsjOzq7xe3l5OY4ePYrRo0dDU1MTZmZmCA8Px6VLl4QmrS9fvkRUVBQsLS0hISEBf3//WoVS3dzcGvRq+ZHPnz9DWVkZHz58aPQ+WVlZtT6b1eezYMECyMrKomXLllBUVESPHj0QGxuLhw8f1tgnISEBbdu2rXWCXu1d9rs8JNetWwcPD48a2xmGwbhx49C2bdtfWlC5d+8eBg0aBC6Xi8jISCGvWYZhsG/fPpiamsLV1bVGvwh8v3aRkZHgcDhYvnz5T2u25ebmwtbWFiNGjKhRR1VVFfz8/NCzZ8//6EWWZppp5udoNoz825RdBD5Pq9sokj8HqPieCjElJQWSkpK4evUqvn79ikWLFoHD4aBly5ZQUlKCvb09WrduzabfJCLIyspCXl4e2traGDFiBFJTU5Gfn4/S0lJcvXoV69evx7hx4+Ds7AxFRUVoa2vD29sbs2fPRlpaGh4/fvyPWsSrqqrw6dMnNtRn37592LBhA5YuXcqG+vTp0wcdO3YUCvWpNhDZ2dnBw8MDAwYMQGhoKCIiIrB69Wps27YNR44cwZUrV5CVlQVtbe3/Fe6P1YMkDoeDpUuX/qMf4o8fPyI+Ph7Ozs5QVVVFcHAwTpw48ctGhUmTJjVJO6J60uTt7Y3c3FyYmZlhwYIFqKysxNixY1mjyV8pLCyEn58frK2tMXz4cNZgqKOjA1NTU6Snp/9HPAOHDx+GsbEx5OXlISsrC1dXVyxZsgR37typs32zZ8+Gl5cX7t27BzU1NWRlZeHMmTM1Mi78yKJFixAcHCy07e3bt9DV1WW1GaopLS1FQkICDAwM4OLiUiOV6qdPnzBmzBhIS0tDXFwc1tbW0NPTg42NDdauXVtjhW3Pnj3w9PTEhw8fsGnTJvTt2xdKSkpwcHDA/Pnzcf36dbb+w4cPw9bW9l+9N6WlpRg8eDAkJCSgoaGB6Oho1lV8165d8PX1/aX6qw1bioqKmDZtWq0D+NTUVLRv375Gu5SUlKCvrw9PT08kJSVh3rx5GD16NPr06YO2bdvCwMAAsrKykJCQgISEBNq0aQNfX1+EhoYiMjIS69atw4EDB3DlyhXWs8rS0hLS0tLgcDhwd3dHTExMre1+9eoVpk2bBg6Hgz59+uD06dNgGAZlZWXQ0NCAtrY2XF1dcfHixUZfi+oQIAcHh0a5u3fu3JkN1dDS0oKJiQm2bNmCiooKSEtLs+EzDMPAysoKhw8frlHHwoUL0bp1ayEjTHU42syZMyEQCDB79mxIS0tDRkamhrYC8P3dWbRoEYyMjNCqVSssX768UR4RxcXFCA0NhaamJtTU1LB9+3ZMmTIFM2fOBMMwuHTpEoYPHw4lJSX0798fJ0+erNXg6Ovri7CwsAaP9yNycnKIi4vD/fv3G+VJcODAAXTv3r3R9Xfo0AEHDhzA58+f4evrC0tLyyYLjdbGuXPn0KJFC2hpaWHQoEG4f/8+du7cyWZ/cnJyQnR0dI200Z8/f0ZSUhI6duzIar2cPn0a4eHhmDFjRq3HGjNmTKNEkqv5Ge82hmHQqlUrnDhxAgzD4OHDh4iNjUWPHj0gIyMDcXFxBAYGIisrq95Fibdv34LL5dZ7jXv16oXt27c3qX11UV5eDj09vVq1XgQCAYYPH45OnTo1Wpelmjt37sDPzw88Hg+LFi2qEWZ0+fJldOzYEebm5jh48GCt34azZ8/CzMzsl7P83b9/H/r6+oiMjKz1vQsODoabm9t/pfZeM80002wY+c9AUAyUnAS+rvpuCCmIAL7GfzeaMMIfxb+u8BQVFbFpHe3s7GBmZgYDAwMMHz4cXbp0gYSEBOtpIisrC01NTcjJycHR0RFz5szBuXPn2Mk2wzB49uwZ0tPTMWfOHPTs2RO6urpQUFBA+/btERoainXr1uHy5ctN/vD9nTAMg69fv+LZs2dsqM+ff/6JVatWYc6cOQgNDYWfnx86d+4MW1tb8Hg8iImJQVJSEhoaGrCwsICLiwt8fHwwYsQIzJgxA8uWLcPGjRuxf/9+ZGdn4+HDh8jLy/vXPA0eP34MDw8PWFtbN2nS8bt4+fIllixZAltbW/D5fEyYMAGXLl36qcnr4sWLMW3atCbtU15ejo4dOyI8PBy5ubkwNjZmxehWrVrFilBWc/v2bbRs2RIjRoxgBzAvXrxA9+7dIS0tDXl5eejo6MDe3h6ZmZlNPodfoaysDMePH2dT24qKisLJyQkpKSmN0pW5cOEC1NXVcefOHRgaGrLx5zt27EC/fv3q3C83NxfKyso1Jp/Vq9Znz55FYWEhlixZAj6fD29v71pXaH+ksLAQERERkJeXh7i4OCwtLdGhQwdwOBxMnDiR1dL48OEDlJWVhYys5eXlyMzMRFhYGAwNDaGlpcWKVNbmFv5P8Pz5c0ydOhUyMjKQk5PD2rVra7zza9asaZJ4Ym0kJydDVVUVampq+PPPP/HhwwfcvHkTR48exebNmxEdHQ1NTU20b98enTp1gpmZGVRUVNi+XFxcHM7OzggKCsKsWbMQGxuL1NRUnD17Fo8fP2ZXbWNiYmBgYFCnx9nXr18xbtw4Vhdk2LBhGDVqFOLj44XKXbhwAX5+flBRUUFYWJiQMOaJEydgb28PAwMDGBgYNHmVNiIiAlZWVo3SNyotLYW8vDy+fPkChmEgJSWFCxcugMfj4fnz57C0tMS1a9fY8ps2bUKXLl1q1MMwDAYPHoy+ffsKPZMfPnxAhw4d0L17d3C5XNy4cQM9e/aEqKgopkyZgpKSEuzduxc9evSAsrIygoODceHChSb3g8XFxTAyMoKSkhLGjBkDPp/PZmippqCgALGxsbCwsICJiQmWLVvGenVu2LABlpaWTZqcVVZWgojw/Plz7NmzB97e3g3us379egwbNqxR9b958wYqKio4duwYdHR0MGHChN82edy1axe6d++O1atXw8jICEQEIyMjrF69uoamUklJCXbt2oVevXpBUVER/fr1w969e4XGTtnZ2bC0tKz1WLGxsfWmq/6RqqoqGBgYNEoz60fy8/MxYsQI6OvrQ19fH1paWggMDIS/vz+0tLRqGHjqwsfHh9XVqYvly5c3+nwaQ2JiIrp161brb1VVVRg4cCC6d+/eKC/TW7duoV+/flBXV0d0dHSNb9PTp0/h5+cHTU1NrFu3rta+JT8/H8HBwdDS0kJaWtovGdTPnj0LdXX1Wj1aGYbB5MmT4ejo+FN6Jc0008z/DpoNI/8lfPv2DStXrmQH056enlBWVkZAQACWLFkCLy8vSEpKsmEF0tLSaNGiBQwNDaGkpITevXsjPj6+1rR8nz9/xqlTp7BixQoMHToUNjY2kJGRgbm5OQYNGoQlS5bg6NGjTXIl/TdZsWIFxo4di9LSUrx58wY3b95kQ30SEhKwYMECTJw4EUOGDEH37t3h6OgIIyMjNtRHVVUVxsbGaNu2Lby9vTF06FBMmjQJixYtQlJSEtLS0nDq1CncunULubm5vy0MhWEYbNu2DRoaGhgzZszfKs5aH/fv38ecOXNgbGwMQ0NDzJo1q8agvj6Sk5N/SmTw48eP0NfXx7Zt2/D69WsYGhpi1apVAID9+/eDy+UiNTUVW7ZsAZfLZUUZ/8q5c+dgamoKOTk5aGhogM/nw93d/W/LBgR8j2tPSkpiB+uGhoaQl5dH7969G3SZ/5Fv377B2NgY27dvh7OzM6ZPn87+FhMT02Ba3D59+iApKanG9l27dkFOTg4qKioYOHAgbt682eg2Ad+NPatXrwaXy4WUlBSMjY3h4+MDHo+Hrl27Yv/+/TAyMqrVdR34/mw/ePAAM2fOhLi4OOTl5dG9e3fExcXVEBT83QgEAhw9ehQ9evSAiooKDAwM4OTkVGeI1pw5cxAREVFvnQzD4MuXL3jw4AGysrKQkpKClStXYurUqTAxMYGcnBzMzMzA5XJBRFBSUoKFhQU6d+6MwYMHw9/fH8rKyti8eTMyMzNx584d5OXloV+/flBVVUXbtm0bfX6xsbHQ1dUVSuVaWVmJ+Ph4qKurY9iwYbh37x4kJSUhLi6OQYMGYf369aisrERKSgqcnJxgYGCAFStWCK3kXr16FR4eHjA0NMSOHTtQVVWFDh06YP369Y1u25IlS9CyZctGfztOnDjBnnthYSFkZWUBfF+1d3Z2Rv/+/YWycFR7sty+fbtGXaWlpWjXrp1Q9hrgu8HO2toaysrKrAFo0qRJrPHI1tYW69ev/+mQgaqqKvTo0QOBgYH4/PkzOnfuDCkpqTozrjAMg3PnziEgIABKSkro2bMnlJSUmvyOnj59GmJiYgC+G6d/zDxUF00xYsfExMDS0hJ8Pr9WL52f4dGjR1iyZAn09fUhKSmJAQMGICUlhZ1Q6+rqIiUlBZWVlTh+/DiGDRsGZWVluLu7Y+PGjXUKnFZVVYHD4dTqWZCZmYmOHTs2qn379++Hg4NDg+UqKyuRnZ2NiIgItG3bFvLy8ujcuTNkZGSQmZkJgUDA6qI0VmB2z549MDExadD4dO3aNZiamjaqzsZQVlYGbW3tOr+XFRUV6NWrF3x9fes0kubk5MDHxwfq6upYunRpDQ/DvLw8hIWFQVVVFfPmzatVuJthGGzfvh18Ph+hoaG/PB5KS0sDj8fD0aNHa/09MjISlpaW/4hAfTPNNPPv0WwY+S+jtLQUcXFx0NHRgaurK0aNGgVdXV04OTlh7dq12LRpEzw9PSEpKQl5eXmIiIhAQkICJiYm6NChA/h8PgwNDTF69Gjs2bOnzo9NeXk5bty4gU2bNiEsLAydOnWCiooK+Hw+unXrhhkzZiAlJQUPHjz4j9NzCAkJwerVq39q38rKSnz8+BH379/HuXPn2FCfJUuWYPr06QgODkafPn3g7OwMc3NzqKursxlS9PT00Lp1a3Tp0gUDBw7E2LFjERERgdjYWGzfvh1Hjx7F1atX8eLFCxQVFdW58vH582eMGDECmpqa2LVr178WcsAwDK5evYrJkydDS0sLVlZWWLx4cYN6KHv37m3UamVt3Lx5E1wuF5cvX8aLFy+gp6eHhIQEAN9XteXk5MDlchucNAgEAmzcuBEqKiqQl5dHy5Ytoaamhj59+jTJyFMXlZWVOHPmDGbMmAErKytwOBwMGjQI8+fPh52dHRwdHX/KEDN27FgMGjQIQ4cORe/evYVWuydPnozo6Oh69z906JCQZsDr168RFhYGFRUVODs7Q1dX95eyC1RVVWHbtm3Q09ODtLQ0+Hw+AgMD2axZvXv3rrf+mTNnYsKECSgoKMDOnTtZAT5LS0uEh4cjOzv7t/UnBQUFWLFiBYyNjWFtbY3o6GhYW1sjKCiozpC10tJSDBo0CFOmTMHevXuRmJiIuXPnIiQkBL1794aTkxP09fVZryQjIyN06NABffv2xdChQ6GlpYXWrVtj165duHr1Kt68eYOUlBTo6OgIpbwdNGhQrek55eTkYGRkVKfRry6SkpKgra2Ne/fu4cCBAzA1NYWbmxtycnLYMhMnToSsrCwUFBTQp08f6OjooGPHjkhPTxe65o8ePUL//v3B5/MRHx8vZPi9dOkSNDU1G2U0iIuLg4GBQZPShYeHh7OGjKdPn0JPTw/A9/fZ1dUVHh4eNSby8+fPrzMzx4cPH6Cnp4dt27ax2169egVVVVXMnj0bioqKsLS0hJqaGnr06AFZWVkoKipiyZIlP/0cTpgwAW5ubux1CwoKQkBAANTV1REeHl6vIf39+/fQ09MDj8eDubk5Vq1aVW965h+ZOXMmuFwugO+psBuT3nfixIlsOuT6ePToEeTk5GBvb/9LCyQMw+DKlSuYNWsWGyo7atQo9OnTB4sXL65Rdt26deDxeJCUlISpqSliYmIarafh7+/Pfjt+5M2bN1BTU2tUHV26dKkzHe6zZ8+QmJgIHx8fKCsrw9raGlOnTkVmZqZQKu7w8HCMGDECbdq0aXTf+/XrV2hrayMrK6vBslVVVVBSUmqSAb4h1qxZgx49etT5e1lZGbp06YKAgAChb9TVq1fRq1cv8Pl8LF++vIaeUGlpKZuhKSQkpM42P336FF27doWVldVv0aJauXIltLS02Mxcf2XVqlUwMjIS6qObaaaZ/06aDSP/pZSXl2Pt2rUwMDCAq6srIiMj2XSK4eHhuHXrFtavXw83NzfIyMhAVVWVzXRjZGQELy8vuLm5QV5eHu3bt8e8efNw8eLFegeDDMPg5cuX2LdvH+bNmwcfHx+0aNECcnJycHJywqhRo5CQkIALFy40KXXn76ZTp051rgr8HVSH+jx9+hSXL1/G4cOH8eeff2LlypX4448/MGbMGDbUx8bGBjo6OpCVlYWkpCT4fD4sLS3h6uoKX19fjBw5EuHh4YiJicHMmTNZo1dmZiY+f/78rymkV6c9HDVqFDgcDtq1a4fY2NhaBzbZ2dlwcnL66WOlp6dDW1sbubm5ePr0KXR0dBAVFQVbW1t4e3vD0tKy3sntjxQVFWHGjBmQlZWFrKws7O3tweFwMHTo0CYL3lbrZ/Tv3x8qKiqws7PD7Nmzcf78ebx79w7BwcFs6sWfuU/VLupz5syBra1tjXdowIAB+PPPP+uto6qqCrq6uti7dy+CgoKgoqKCSZMmsZPT8PBwtGvX7pdd4BmGQUZGBiwtLSEjI8NmxtLX14eysjKGDBlSw/28rKwM6urquH//fo02Z2dnIzw8HJaWluByuQgICMDOnTt/KgvCzZs3MXLkSCgrK2PgwIE4ffo0K2A7fPhwbNy4EVFRUQgLC8OAAQPg6uoKU1NTKCsrQ1JSEjIyMjAyMkKPHj0wYsQI/PHHH4iLi8Pu3buRnZ2NJ0+e1DAMnDhxgtUqqc2QOXfuXDg5OaGsrIwNSfjruWVkZLAZgX4mlHHevHmQlJSEgYFBrXH6aWlprEehrKwsMjIyhH7Pzc1l3++FCxfW2YcPHDgQc+fOrbctmzZtgra2dq3aQPVhb2/Pphm+ePGikJHv5cuXUFRUrCGM+/Hjx3rFMatDyapDYry9vWFrawsVFRU4ODhAUVGR9Uw7efIkVFVVYWFhAUdHxxrPakOsXr0aZmZm7L0tLS2Fqqoq3rx5g/fv36NHjx6wtrau07AbEREBDw8PVFVV4dSpUxgwYACUlZUxbNiwBkN6OnfuDHt7ewCAo6Mjzp4922B7/f3965z4A9/f8/Xr10NVVRWysrJNFkIHvnsYHD9+HKGhodDW1oaJiQmmT5+OCxcusP1kv379WB2kp0+fIjIyEqampmjRogVmzpyJefPmQV1dHUFBQY02AGzfvr1WAz3DMFBQUGjQM+DBgwdQU1Njz/nr16/Yt28fxowZAyMjI6irqyMgIABbt26tc0J948YNSElJwdXVtUnhGaGhoTX0ourDy8sLqampjS7fEKWlpdDU1KzTkAB8927s2LEjRo0ahUuXLsHb2xuamppYtWpVjf5LIBBgy5Yt0NXVRa9evep8ryoqKhAVFQUOh4Po6Ohf1lwTCASYPHkyzMzM6vRM3LhxI3R0dP52z8VmmmnmP4Nmw8h/ORUVFdi4cSOMjIzg7OyM9evXY/z48VBVVUXv3r1x/PhxvH//HnFxcejQoQPk5eWhqakJSUlJiIiIQFdXF3379kVISAgsLS2hoqKCvn37Yu3atY3+UHz58gVnzpzB6tWrERQUhNatW0NGRgYtW7ZE//79sWjRIhw6dAi5ubn/iPeDpqbm/4qPXHWoz40bN3DixAns2rULCQkJiIyMRFhYGAICAuDp6QkdHR2IiopCRkYGYmJi4HA4MDExQbt27dCjRw8MGzYMkydPxqJFi7B27Vrs3r0bWVlZuH379m8N9ammvLwcBw8ehL+/P5SUlNClSxds3LiR9T569OgRDA0Nf+kYkZGRcHR0ZEVCRUVFMXjwYDAMg6KiItaw19iJ84sXL9C7d2/Iy8tDTk4OLi4uUFFRwbhx4+rNnnLp0iVERETA3t4eSkpK8PX1xYYNG9i498rKSsTGxoLL5SIsLOyn3X3z8/Ohra2NOXPmQFtbu9ZV9o4dO+LkyZP11pOTkwMLCwtIS0sjIiKiRiYqgUAAPz8/+Pn5/TYj27lz59CxY0dISUlBREQEw4cPR3h4OPT19dGmTRts2rQJpaWl2L59O9zc3Bqs78WLF4iLi0P37t2hoKCATp06ISYmBg8fPmTLMAyDgoIC3L9/H6dOncLWrVsREBAAbW1tyMrKsoKZ6urqEBUVZfs6Dw8PBAQEYOrUqYiJicG2bdtw4sQJ3L17F58/fwbDMGjfvn2NlJV1wTAMoqOjoaGhUa+WjUAggK+vL4YNG4bw8HCMHTu2RhknJyeoq6tj4sSJjTp2NW/evMGwYcOgrq6OwMBAaGhosKnKGYbB8ePH4eXlBTU1NSgpKUFUVBT+/v7Q1dXF3bt3UVBQgPDwcKiqqmLy5MkNZi97/vx5vZkwdu3aBT6f32SjQn5+PhQUFNj+6sCBAzW0DpYvXw5xcfEaK9EjRozAvHnz6qx727ZtrKitqKgoZs2ahdevXwMAnjx5AnNzc4SEhKC8vBzXrl2Duro6Bg0aBA6H02jvkf3794PP5wsZg3bv3o1OnTqx/zMMgw0bNoDL5SIqKkqo3vPnz0NdXb3Gdf3w4QOio6NhaGgIa2trxMfH1xpCoquri1GjRoFhGCgpKTXKO8HDw6PODC35+fno168fLCwsMGXKFAwfPrzB+qopKipCWloa/P39oaKiAkdHRyxevLjOZ6JNmzaYOHEi2rZtCx6Ph9DQUJw/f15ovPDlyxdMnjyZvScNGWk+f/4MBQWFWo2M9vb2DeorjR07FoGBgYiMjISzszMbHrNkyRLcuHGjwf6zqKgIHh4ebErexnL+/Hnw+fxGewoB30PWautTfoWVK1eiT58+9ZY5ceIElJSUIC8vj9jY2FoN7sePH4etrS0cHR3r7VcvXLgAS0tLeHp6NtmgWhtlZWXw8/ODs7NznUawtLQ08Pn8Rmu+NNNMM//7aTaM/B+hOu2mqakpnJyckJaWhoSEBFhaWqJly5ZYtWoVvnz5gtevXyMmJgYODg5QVlZGixYt2JAbNTU1+Pn5YeHChfD394eamhpMTEwwbtw4HDhwoEkx1xUVFbh9+zb+/PNPTJkyBZ07dwaXywWPx4OHhwemTp2Kbdu24e7duz+dcq02ioqKICMj81+Xe/7Jkyfo0qULLCwskJGRgXv37uHs2bPYu3cv1q9fjyVLlmDatGkICgpC79692VAfNTU1iIuLQ0FBAfr6+mjdujW6du2KQYMGYdy4cZg7dy5iY2OxY8cOHDt2DNeuXcOLFy9QXFzcKCPWt2/fkJKSwmpr+Pj4YOPGjVBUVPyl82UYBn379kWrVq2go6ODHTt2gM/nIyUlBcB3L4Px48fDzMysSYOoc+fOwcLCAqqqquBwOOjcuTNUVFQwa9YsfPnyBfn5+UhJSUFAQAB4PB5atWqFqVOn4tSpUzVWr06fPg1LS0t06tSp8ZkZGAEgKACq8gDmf+rz9/dH//79weVyhcQlf8TIyKjOAdzZs2fRvXt3aGpqYvbs2VBWVq5zxb+0tBTt27dHeHh449rcSHJyciAhIQEpKSlIS0vD19cXq1evhqenJ3g8HrS1tRsUXS0pKcHz589x4cIF7NmzBytXrsSAAQNgZmYGaWlpSElJQUFBARISElBUVISBgQF0dXUhLS0NLS0tDBw4EGvXrkVGRgauXbuG+fPng8/nN8kd29jYuFED5cLCQvj6+sLe3r5RWRKKiopgYWEBOTk5VrS2mry8PIiJiUFRUbHRg/SioiLMmTMHqqqqmDFjBmuUS01NhZqaGmbPng0LCwtYWFggOTkZJSUl+OOPPyAtLY3p06cjOTkZcnJyUFZWxvDhwxutfQCA7Wv+ysGDB6GmpsYaZprC7t274enpyf6/YcMGDBkyRKhMVVUVxMTEMHLkSKHtd+/ehbq6utDETCAQ4NixY/Dz84OSkhJsbW0hKytbI2QD+O4N4O3tDRcXF3z8+BGPHj2Cvr4+pk6dCldXVzg5OdVr6Ll27Rq4XG4N4WwfH59aQ1pevHgBV1dXtG/fHo8fP0ZhYSFatGiB9PT0Oo8hEAhw/Phx+Pr6QllZGSNGjMDVq1fZ36WkpLB9+3a8f/8eHA6nznp+xNraulavgKysLOjq6mL8+PEoLS2Fo6NjgyluP3z4gOTkZHh7e0NBQQFdunRBfHx8naFUxcXF2LZtG7p37w4RERH06tULGRkZDXoJPHz4EN7e3jA0NMS+ffvq/U516NABhw4dqrF9yJAhtd6XV69eITk5GT4+PhAREYGJiQkmTpyIw4cPN5hm+kfy8vLg4OCAoKAgpKWl1ZtN7EfKy8vRqlUr7Ny5s9HHAr6HuNUlNvuzfPv2DRoaGrV6N2VnZ6NLly7Q1dVltWf+quVz69YteHp6okWLFti5c2ed9+nLly8YPXo0+Hw+m077V8nPz4eLiwv69u1bp3fkkSNHoKamJhRu2Ewzzfz302wY+T9GVVUVdu7cCQsLC7Ru3Rp79uzB6dOn0b9/fygrKyMkJIQVqnv69CkWLVoEKysrqKurw9LSEhwOByIiIlBUVESPHj2QlJSExYsXs2E3Li4uWLhwIa5cudJk4wPDMHjz5g0yMjKwcOFC9OvXD8bGxpCVlUWbNm0QHByMNWvW4OzZs3WKqjXEtWvXYGVl9VP7/qfDMAxrIBg9enSjvSWqhSKfPn2KS5cu4dChQ9i6dSsb6jN69Gj0798f7u7usLGxgba2NmRkZCAlJQVNTU021Kdv374YNWoUZs6ciZiYGGzatAkHDx7EhQsX8OjRIzx9+hRr166Fm5sbiAiDBg3C4cOHf8odNjc3F+3atYOCggLrtn/r1i1oaGhg9+7dbLnVq1dDQ0OjTmHD2hAIBNi0aRO4XC44HA50dXVhZGQEcXFxSElJoVu3boiPj6/T6+jNmzcYOHAgdHR0Gq8BU/UeKN4J5M/4IV33JKBwLbIyv4fEaWpq1jkxYhgGMjIyQu7YDMPg8OHDcHZ2RosWLZCUlMQOAr29vdlsNrXx6dMnGBkZYe3atQ23vQl4e3tjzZo1CAwMZDO/dOjQAdOmTYOMjAwUFBRgbW2NYcOGYfz48fDz84OLiwubklxSUhK6urpwcHBAz549MXLkSMyZMwfx8fHYvXs3Nm7ciLCwMJiYmEBcXBwSEhJwc3Njwy+qqaqqwrhx45psOAMARUXFBldr79+/D1NTU6GsSI1h4cKFkJKSqhHqN2fOHIiJicHFxaXBOqqqqrBu3TpoamrC399f6DnNzc3FH3/8wV7LVatWCT2fd+/ehZiYGAwMDKCtrY127dpBWVmZTY/bWL58+QI1NTWhSdOJEyfA4/F+OqvW6NGjhfQuoqOjMXny5BrlrKysoKGhUUMAtGvXrtiwYQNevXqFefPmQV9fHzY2NoiNjcXnz59x4sQJyMvLw9vbu9ZvV1VVFevpdPPmTbx9+xYWFhYICwvD6tWr2ZTqf/UeefXqFZsx40cKCgqgqKhYZz8tEAiwYsUKcDgctG3btk6dlNrIzc3FggULWF2r2NhYEBEKCgqQlZVVIw10XfD5fCHDRUVFBWbOnAk+n88aFJ4/fw4Oh1NrP/7kyRMsW7YMHTp0YNMPb9++vc5zrqysxOHDhzF48GAoKSnB09MTW7Zsgbi4eJM9G48cOQIzMzN4eHjUaZhevHgxQkNDa90+efJkFBcXIyMjAxMmTICZmRk4HA4GDBiAwYMH15mZpSFev34NMzMzTJs2DQzDoLKyEjo6Oo2agEdGRsLLy6vJxoHKykooKCg06O3VVJYtW4a+ffuy/585cwbu7u7Q09NDUlISe88+fPgAU1NTREVF4c2bNwgMDASPx8PKlSvrvK8MwyA1NZXNVtYUD5n6ePnyJczNzREWFlbnGPXs2bPgcrk4d+7cbzlmM80087+HZsPI/1EEAgHS09NhY2MDKysrpKam4s2bN5g7dy40NTXRsWNH7Ny5kx3s3L17l81EoqOjg7Zt20JHRwciIiKQkpJCx44dsXHjRuzbtw9hYWEwNzcHl8vFgAEDsGHDBtYt+WcoKirC+fPnER8fz6bzlJWVhaGhIXx9fREZGYn9+/fj1atXDQ4Ytm/fLvQh/28kPz8fo0aNYj0o/q7wpJKSErx+/Ro3btxAZmYmdu7cifj4eERGRmLChAns4NHBwYHNfiQmJgYulwsxMTHo6OhAWVkZ0tLSsLa2xqhRo5CYmIj09HScPn0ad+7cwbt372oMuE+ePAk+n4/58+fj+fPn4PP5rB5CTk4O1NTUsH//frb8wYMHweVyG73KVlhYiD179mDo0KFQUFBgn3EzMzO4urpCS0sLiYmJNdpVVlaGxYsXg8PhYNasWY3X0Sk9BXye+INBpObf/h39sHRpzZXsagoKCqCgoADgf4yftra2sLCwwPbt22t4Xe3bt6/BzCaPHj2Curr6T+nxMAyD/Px83Lt3DydPnsT27duxfPlydOzYEWZmZujSpQvMzMwgKysLIgIRQUxMDK1atYKjoyPU1NTA5XLh7++Pffv24d69e8jPz6/3WS4sLERcXBxatWoFMzMzLFq0CHFxcfDx8YGSkhKcnJywYMECZGdnw8vLC+7u7k3WKCktLYWEhES97UhLSwOXy22UuOWPMAwDMzMzLF++HGpqaqzXSHUGDSUlJezataveOo4ePQpLS0s4OzsLifteu3YNAQEBUFZWxpgxY/DgwQMcOnQIPB6PdV9nGAZpaWkQERGBiIgI6wFw+fJlaGhoYN26dU06n9jYWHh4eIBhGGRnZ4PL5TZKLLIujI2NhTxNpkyZgqioqBrlqkOhNDU12XCR8vJyzJ49G/Ly8lBRUcHo0aOFPK8EAgHatGmDrVu3wsXFpd5MLNu3bweXy0V6ejry8/PRvn17BAQE4P79+3BxcUHbtm1Zr56vX7/C0tJSSEg3IyMDCQkJWLlyJXx8fBo87xUrVkBKSgru7u5NEqoFvj87hw4dgr29PYgIY8aMwezZsxtlZBEIBEIGicePH8PBwQHdunUTCi9cunQpq3fBMAyuXbuGP/74AxYWFlBXV8eIESNw6NChOkNbGIbBxYsXMW7cOKipqcHR0RGrV69mNWHevn0LdXX1Jp13NRUVFVi1ahV4PB7Gjh1bI2Ti1q1b0NfXZ99ngUCA69evs6LPPy72XL16FQKBgH1PT5061eT2PHz4EHp6ejVEshcsWNCgZsiDBw/qzKTTGLp06YI9e/b81L51UVxcDDU1NWzYsAGurq4wMDBAcnJyrUay+/fvQ1lZGbKyspg+fXq9fe+LFy/g5eUFc3PzRmnhNJYbN25AS0sLy5cvr7PMtWvX6s1O00wzzfx302wY+T8OwzA4cOAA7O3tYW5uju3bt6O0tBS7du1Cx44doampiblz57KaCQzD4Pr165g2bRp0dXXRsmVLeHp6omXLlhATE4OYmBhsbGywatUq3L17F+vXr4efnx84HA5rpT906NAvi69WVVXh/v372LFjB6ZPn46uXbtCXV0dqqqqcHNzw6RJk7B582bcvHlT6CMdERGBWbNm/dKx/7eQnZ0NCwsLdO3alU07+W9TWVmJDx8+wNjYGBs3bsSePXuwePFidO3aFRwOh826YWNjAzMzMzbUpzosQktLC5KSknB3d8f48eMxb948TJo0CQoKCli/fj2uX7+OAwcOgMvlCrlI5+TkQFtbG4sWLaoxqWUYBvfv30dMTAzc3d0hLy8PDw8PrFixAg8fPsSLFy/Qt29fKCkpQVFREb169YKzszOMjIywfft2CAQCZGRkwNjYGD169Kg15XWdlJ6p1yDy4x9TmAzUMSG/e/cuTExMkJyczKaS3r9/f50rYpWVldDU1Kw1jemPnD17Fjwej02z++3bNzx79gznz59Heno64uPjMWfOHIwcORI9e/aEg4MDdHV1ISkpCSUlJbRs2RIuLi7w8/PDhAkTMHLkSBgYGODQoUO4fv06cnNz8ezZM8jIyEBRUREcDgcaGhpYuXIljh8/jkGDBkFZWRnBwcF1rqjeu3cPY8eOhYqKCnx8fHDixIka97isrAzHjx/H8OHDISkpCTk5OQQHB+PAgQNNcoGvXv2v65pW94tXrlxpdJ3VVBs1GIZBQkICTE1N8eXLF+zZswdKSkpQUlKqc3X1zp078PT0hJGREdLT08EwDKqqqpCeno6OHTtCR0cH0dHRNVZdjx8/Di6Xi2XLlsHe3h42NjZQVVWFtra2UMaOR48ewcDAAJGRkY02tFZUVKBly5aIjY0Fj8f7pRSuL1++BI/HE3qehw4dWmtq4OjoaEycOBFTp06Fm5sbwsLCwOPxWKPmgQMHauyzY8cOtG7dGgKBAHl5eTA0NMTGjRvrbM/ly5ehra2N+fPno7i4GF5eXvDy8kJRURFiY2NZcciuXbsiJCRE6JqFhoZCTEwMIiIiaNWqFdLS0uq8pq9fv4aamhqys7Mxb9488Hg8bNu2rcnG7rFjx0JDQwNz586FvLw8dHV1sWnTpnpFfD9//gxlZWUwDIONGzeCy+Vi9erVNY7dunVrLFmyBOPGjYOOjg6MjIwwderUBjNIPXz4EHPmzIGRkRFMTEwwb948oZTS1Vy6dAmtW7du0vn+lU+fPmHMmDHg8XiIjY1lDcUMw0BTUxOLFi0SCg/29/eHurp6rYKomZmZsLCwaPI9uHbtGvh8fq0G0/fv30NZWblOrwiBQAAXFxesXLmyScf8kYULFyIsLOyn9/8rDMPgxIkTMDAwgLy8PDZu3FirQaSiogKxsbFQV1eHj48PNDU160zpXVlZiWXLloHD4WDBggW/Vf/s+PHj4PF49RqX79+/X8PrtJlmmvm/RbNhpBkA3z9yR44cQbt27WBiYoLNmzejsrISt27dQkhICJSVldG/f3+cPn2aHRAwDIPz589j/Pjx4PP5sLGxgZ+fH+zt7SEpKQlRUVEYGhpi5syZePnyJa5cuYKFCxeiY8eOkJeXh7u7O6Kjo5GTk/PbND/evXuHI0eOICoqitUekJGRga2tLYYNGwY7OzvMnDnzp7JZ/G/kRxX3xYsX/7KK+++iU6dOOH78eI3tt27dYt3VTU1NMW/ePDx8+BDPnj2Di4sLrKyssHnzZmzZsgUrVqzA7NmzMXr0aLRp0wYyMjKwsLCAtrY2JCUlQUTgcrmwsrJCp06d4OXlBS6XC2trayxcuBCTJ09mlfI1NDQwbNgw7Nmzp06tnHPnzsHGxgYaGhpQVFTE0KFDYWFhAUVFRWhqatbI4tEgVXnA58mNNozg8wSg7GqNaoqLizF69GhISUmhS5cuyMrKatSgffbs2Rg/fjwqKyvx9u1bXLt2DRkZGVi/fj0WLlyIcePGoV+/fjA1NWV1aKSkpKCnpwdHR0f06tULo0aNQkREBBISErBnzx5cuHABz58/r3PCVVJSAllZWSFjRFxcHPr27Ytv376xoU88Hg+KioqYOXMmbt++jQULFrChHdu2bcO3b9+Qnp4ONzc3qKurY/bs2Q16pV27dg3a2tqIiorCvXv3sHTpUri4uEBBQQFeXl5ISEhoUEfj6tWrsLW1rbH948ePcHNzQ+fOnX863XG3bt2EJgyjR4+Gl5cXXFxcICYmVuuk5v379xg5cqSQW/rXr1+xYsUKGBgYwMnJCSkpKXW+99euXUObNm0gKiqKGTNmQCAQwNjYmA1x+pF3797BxsYGY8aMaXSq2tjYWIiJif1yRowNGzZgwIABQtu6d+8u5BlWTWpqKszNzeHg4ABxcXF0796dnXCvW7cO3bt3FypfXl6OFi1aCAkX379/X8ibpjZyc3Ph6OiIfv36oaCgAAEBAWjXrh3y8/Px+PFj8Pl8KCsr10j/vWrVKrZ/IiIoKSnVulAgEAjg7u6OyMhIdtvVq1dhbm6Ofv36Nek5a9u2LVxdXQF8DymaNWsWunfvDg6Hg/Hjx9eaovz+/fswMjJC//790apVK9Y4Cnzvc9LT01mtjTZt2mDhwoW4e/duvX3Pu3fvsGLFCrRp0wYaGhoICwvDlStX6t1n9+7d6NWrV6PPtT5u3boFFxcX6OnpoW/fvrC0tISkpCQsLCywdu1aNhNZRUUFpKSkau3HevfujcTExCYdNysrCzwer16NmEGDBiEmJqbW35KTk2Fvb/9LqcrPnTtXa9/VVBiGwbFjx9C+fXuYmJggKSkJXC63hsZOtQeasbExPDw8WMP2w4cPoampyWYZquby5cuwsbGBu7t7rQayX2HLli1QU1Or931+/vw5dHR0miSE20wzzfz30WwYaUaI6lUAV1dXGBoaIjk5GeXl5fjy5QtWr16Nli1bwtLSEomJiUITyOr0gaNGjQKXy4WjoyNCQkLg4eEBeXl5iIqKQkNDAyNHjsSdO3dQWFiI/fv3Y+zYsTAxMYGamhqbGvB354r/9u0bLl26xH7AraysIC8vD319ffTq1QsRERHYs2cPnj9//o9kxfk3ePr0KTw9PWFhYdGg2v4/Qf/+/WsMjH6k2ug2btw4qKqqQlJSEi4uLvWm0A0LC4OHhwe7Gnjs2DGoqqpi3bp1yMzMxOrVq+Hj4wM5OTmIiIiAx+PBxMQEFhYWaNGiBZSUlCAuLg4ulwtTU1O0b98ePXv2RGBgIKZOnYqoqCgkJSVh3LhxrNI+EcHBwYEt39hsJQCAb/uaZhT5PAH4spT1GsnPz0dkZCTU1NTQpk0boZh3hmHw+fNn3L17FydOnMC2bdsQExODqVOnIiAgAB4eHmjZsiVEREQgLi4ODQ0NWFtbo2vXrhg6dCimT5+OFStWYMeOHTh16hTCwsJgaWnZpJSSdeHk5MS6oTMMg1atWglNSisqKrBp0yYYGhqCx+Ox3h137tzBxo0b0aJFC4iKikJbWxurV69uVIrQ/fv3g8vl1tB5qL6OO3bsgL+/P1RVVWFtbY1Zs2bhwoULNSYiGRkZ6Nq1q9C2y5cvQ1dXFzNmzPjpicu9e/egpqYmpEdSUVEBe3t7SElJQVxcXOjZ//btGxYsWAAOh4PJkycjPz8fT58+RVhYGFRVVeHn51evoOyjR4/g5+cHPp+P+Ph4nDp1CjweDwcOHIChoSEsLCygoKBQw23/69ev6NSpE3x9fRvUTnn8+DE0NTVhamr6y1o1gwYNqhHKY29vz55jdbhOYGAgFBQUIC0tjf379yMnJwdcLpf14iopKYGamprQJG7VqlW16kUcPXoUGhoa9XrblZaWIiAgALa2tnj+/DkmTpwICwsL/PHHH7C0tER0dDTMTbVx7vgcMF9WAwWLkP9iNhJiOqO1jRpUVFRqNUoA3/Ub2rdvX+OZKi0txeTJk6GpqVmr90ttqKurY+rUqQAAfX19Nkzr+fPnmDVrFvh8PpydnbFt2zb2fVq9ejWkpKQwduxYlJSU4OPHj9iwYQN69uwJBQUFdO7cGb169YK/v3+9xy4sLMTmzZvh4eEBZWVlDB06FMeOHWu0qPqqVatq1QFpLAzD4Pbt24iJiUGXLl0gLy8PU1NTqKiooEOHDoiPj69Vu8fMzKyGsOiLFy+gqqraJKH5ffv2gcfj4cSJE/WWy87OhqGhYY1Fonfv3oHH4/2UYPGPlJeXQ15e/qcXhao1q5ycnGBqaopt27axz+aCBQswePBgtmx2djbatWsHKyurWkNSbt26BXV1dezduxeFhYUYP3481NXVsWXLlt86BmMYBosWLYKenl6d7xnw3chpaGiI2NjY33bsZppp5n8nzYaRZurk9OnT6Ny5M/T09JCQkICysjI2vWPv3r2hqqqK8ePH18iSUFFRgcOHD2Po0KFQVlaGq6srwsPD0a9fP3A4HIiKirKpTbOysiAQCPD8+XMkJSXB19cXKioqsLKywpQpU3Ds2LF63X2bAsMw7MBAIBDg0aNH2LVrF2bOnAkvLy9oaWlBSUkJHTt2xPjx47FhwwZcv369UROv/w0wDIOdO3eCz+dj1KhRv03M7GcIDQ3F6tWr6y3DMAzi4uLA4/EwZ84cBAYGQkVFBS4uLkhKSqohJFdZWQkPDw92Zb28vBzLli2DjIwM9PT0oK6ujmHDhiElJQUhISEwNTWtMempqKjA+/fvcffuXZw5cwZ79uzBunXrEBUVhalTpyIwMBBt2rSBpKQkm9KaiNhnWlJSElwuF926dcP48eMxf/58xMXFISUlBcePH0dOTg5evXr13WOiYG7TDSOfJ+D61e8hJrKysnBycmI9ZgwNDWFvbw8dHR1ISkpCWVkZpqamcHV1xYABAxAWFoaoqChs2rQJR44cwY0bN+Di4oItW7Y0eL8YhkFQUBC8vb1/adUSACZPnowFCxYA+N7HmJqa1joY/lEHqdpoJS4ujh49eiA9PR3jxo2DiooK+vTpg8zMzFrrYBgGK1euBJ/Pb5ToZ2VlJc6dO4cZM2bAwsICPB4PQ4cORWpqKr5+/YqNGzcKZUJZu3YtqzfxK4SEhNTI2gAAgYGBEBMTY8N3BAIBtmzZAh0dHfTr1w9PnjzB6dOn0adPH3A4HEybNq1er5fc3FyEhISAw+Fg4cKFQp4Kly5dgpqaGjgcDubMmQMTE5MaWgjA97Ck/v37w8XFpc5J1suXL1kBxqtXr4LP5/+0UY1hGKipqdUwiurr6+PSpUtYunQpTE1N2fbm5uZCQUGB7d9WrlyJtm3bshPxOXPmYNSoUQD+RyT2R2+IH1mzZg3Mzc3rTbPNMAyWLVsGPp+Ps2fPwt/fH2JiYjh9Ogv4lgEmr279oOJ3ywFBzetSbdCpTxg4KysL+vr6CAoKalCMXFxcnP2WSktL1zBKVFRUIC0tjU0f6+joCAUFBbRu3ZrVBlJUVETfvn3x559/stfWzs6u1gl/eXk59u/fz2b86dGjB3bu3PlT3/KpU6fWmimoPj5+/Iht27Zh6NCh4PP5MDAwQEhICNLT09lntqysDFFRUazh/a9GQB8fHzbLWTXTp09vUrrsTZs2QV1dXUjvpy4YhoGtrW2NkDM/Pz/MmDGj0cesDzc3t0Yb035s18GDB+Hg4IBWrVohJSWlxjfg69ev4HK5OHr0KHx8fKCtrY1NmzbV+624cuUKFBUVweVyERgY+NuFYSsrKxESEgJra+s6U4cD30PGLCws2G9SM80083+bZsNIMw1y/vx5dOvWDVpaWli9ejU7uHn58iVmzpwJNTU1eHh4YO/evbWubu3Zswd+fn5QVFSEp6cnoqOjMXr0aOjo6EBUVBTS0tJwc3NDamoqSktLUVlZiQsXLmDevHlo3749FBQU0LVrV8TExOD27ds/vaLw5s0bqKmp1Vvm48ePOH78OJYtW4bBgwfDwsIC0tLSsLS0REBAAGJiYnDixInf/hH/JykoKGDT323fvv0f9ZIprizHwy95WLBlPSLXJ+FTqbC+Q/V9LioqwsCBA2FtbS3kVlv9PPXr1w+Kiorw8vLCtm3b2BW8u3fvQk1NDXZ2dlBSUoKjoyMrOvnXFfQ1a9Y0KWPNnTt30KlTJ1haWrIiki9evEC/fv2goqICDocDBwcH9OvXD0pKSrCxscHo0aMREhKCfv36oVOnTrCysoKWlhYUFWV/yiiCzxPg6a7HuuEPGjQIc+fOhYuLC4KDg3Hx4kW8ePGi0ZlQ0tLS0LFjx0aVraiogIeHB0JDQ3/pmdm9eze7Qu/n54dVq1bVWu7bt29ITk6GjY0N+Hw+jIyMoKysDA6HA0dHR+zZswdfvnxBfHw8WrVqBVNTU8TGxrKTxMrKSoSGhsLc3LxeT6P6eP78OdasWQNPT0/Iy8vDyMgIrq6uuH37NoKCgmBmZlZvmtbGUK3l8FdPuS9fvrCCxfLy8khMTISdnR2cnJyQlZWFLVu2wM7ODiYmJoiLi6tXt6mgoADh4eFQVVXF5MmT6+y/rl27BlFRUURFRUFeXh7W1ta1lhMIBBg3bhwsLS1rTDrevXsHY2NjrFixgt02ePBgzJ49u3EX5C/cunULhoaG7P9VVVXIyMiAmJgYlJSUMHToUJw5c0bomXR0dGRFGwUCATp37oz58+cD+B89h7y8PMycORPDhg2r9/hjxoyBp6dngx4Ohw4dgrKyMuTl5fHH7FlI3dSrce90wQIh40hJSQnMzMwaZbAsLCxEcHAw9PX16xS2ffv2LYgI5eXluHnzJszNzeus7/HjxzAxMYGysjJEREQgKiqKTp06IT09vUaf8vjxY6ipqbHXRSAQ4OzZswgJCQGXy0WHDh2QkJDwy9/KgQMHNngtysvLcfLkScyYMYPt+3v16oW4uLgGwzJyc3PZRZHk5GR2DDNr1ixERESw5UpKSsDlchsd5hETEwNdXd0m9Q/V6YyrOXjwIAwNDX/b4tC8efNYz6GGYBgG+/btQ+vWrWFpaYnU1NQ6Q54/fPgABwcHSElJYdGiRQ229/Xr1+jduzd0dHSgpKRUI2vYr1JcXIwePXrAw8OjXqNhYWEhHBwcMHXq1P9ab+FmmmmmaTQbRpppNFeuXEHPnj3B5/MRExPDDsTLysqwdetWODk5QVdXF4sWLcLHjx9r7F9cXIyUlBT07t0bioqK6N27N5KSkhAREQFTU1OIiYlBXFwcrVu3Rnx8PLuyU1BQgPT0dISEhMDAwAB8Ph9Dhw7Ftm3baj1OXZw4cQLOzs5NPu/S0lJcvXoV69evx7hx4+Ds7AxFRUVoa2vD29sbs2fPRmpqKh4/fvzbtFL+CS5cuAArKyt06dKlaYKhP0F+WQkOvHyIFbcvIub2BaG/P5/cwpOv+bhw4QKbBlhPTw9BQUH1DrAKCwuxadMmODk5sR4SCgoK6NatGxQUFIRWxg4ePAg1NTWhTBTA99AILpdbY2XwR758+YKwsDBWfLC2CdK5c+dgZ2cHPT09qKioYMiQIRg/fjxUVFTQvXt3rFq1CsuWLcOUKVP+f7Yej582jHTrrM8aRlatWoXjx4/D3d0dmzdvbtzN+IHy8nKoq6vX8Pqq71pYWFjUq+rfENUT07dv30JZWbmG18GTJ08wefJkcDgceHt74/Dhw+x7dfnyZfTp0+f7+6ejA7cBfbHq5GFsfJiDuJxs/LFnO9yH+WNESAicnZ3h4eFR72p/UygqKkKvXr1gbW0NCQkJyMvLY+zYsTh58uQvafdERUX9jxeKoAQouwaUHMbFUxGYM6Mb1NXk0aZNG4iJiWHJkiWYP38++Hw+OnfujIyMjHr7nJKSEixZsgQ8Hg/Dhw9vUEMFABQUFKCmpoaWLVuCw+HU6YJe7aaur6/PPj95eXmwsLAQ0sUAvhvRVVVVfyo72fLlyzFq1Cg8e/YMs2fPhra2Nlq3bg0xMbE6PVaCgoKEdCCqjeKXLl0C8N0TZ9q0aVBVVW3wmlRWVqJz586YMGFCveWePXsGHo8HPp+PnVsmNO29Lkxi6xk7diz8/PyaNFE7ePAgNDU1MWnSpBoGjHXr1kFWVhYMwyBl584amXAqKytx8uRJeHh4QFRUFBwOB5MmTUJAQAB8fHzg6uoKdXV1zJgxQ8jDbtGiRRg9ejTu3LmD8PBw6OnpoVWrVli0aNFPGyJrw9nZuUYGmGrB7FWrVsHLywsKCgpwcHDA7NmzcebMmSa/j2vWrIGXlxfatWsHW1tbnDlzBlu3boWfnx9bZuPGjY1K0cswDGbOnImWLVs2OYPMt2/fwOFw8OzZMxQVFUFXVxeZmZlNqqM+srKy4ODgUG+ZHz31bGxskJ6eXmcf82NI36hRo6CiolJv6FlVVRVWrVoFDoeDiIgIlJWVITMzEzwej303f5VqI83QoUPrfQ5KSkrg6uqKkSNHNhtFmmmmGRYRAKBmmmkCN2/epAULFtDZs2dp4sSJNGbMGFJQUCAiouvXr1NcXBzt3r2bevToQWPHjiUHBwcSERERquPLly+0b98+SklJofPnz1O3bt2oZ8+eVFBQQJs3b6acnBwCQC1atCB/f38KCgoibW1tIiJ6+vQpHTt2jI4ePUpZWVlkaGhIXbp0oS5dulC7du1ISkqq1nYnJibStWvXaN26db98DRiGoRcvXtDNmzfpxo0b7F9BQQFZWVmRjY0NWVtbk42NDVlYWJCMjMwvH/PvoLKyklauXEnR0dE0adIkmjJlCklKSv7WY7wo+kL7Xz2iKjD1lnt87BQlTp5JRESysrKUk5NDJiYmNcp9+vSJjhw5QocOHaJjx46Rrq4uderUicTExOjSpUt09+5datOmDV27do2uXLlCBgYGRES0d+9eCgkJoWPHjpGVlRVb382bN6lHjx4UEhJC4eHh7LPKMAxt3ryZZs6cSd7e3rRo0SKSkZGh9+/f1/r37t07unfvHr18+ZIAkIiICKmoqJCsrCx9/PiRLC0tycvLiwwNDUlDQ4NcbbJIUrykydfTxGEzPX76hf1fRESEPZ6YmBipqKiQrq4utWzZknR1dUlLS0voT0NDg8TExNj9p0+fTgzD0NKlSxt1/FevXlG7du0oNjaW+vTp0+T2ExEZGRlRt27dqLy8nNauXUsCgYCOHDlCcXFxdOXKFQoMDKTRo0ez9+6vXLx3h05+fEXSXNVafy8tLKKMmDUk/qmAxo0bR7179yYJCYmfauuPdO7cma5cuUKzZ8+mTp060aFDh+jgwYP0+PFj6tKlC3l7e1O3bt2Iy+U2qr7Kykpq0aIFHdifSjYmuUTlF4moQqhMWVkV3XwgQeGR5+nM2Ws0ePBgmjJlCllYWNRZb1VVFW3atInmzZtH9vb2tHDhQjIzM2tUm2RkZOjcuXPk7u5OMjIyFBwcTJGRkXWW37RpE82YMYO2bdtG06dPp86dO9PixYtr9PkzZ86k3Nxc2rRpU6PaQURUVlZGbdu2paqqKnr37h37LVBWVqZ27drRmzdvat1vxYoV9OzZM4qNjWW3paWl0cyZMyknJ4eePXtGjo6OFBoa2qjn/suXL+Tk5EQTJ06kUaNG1fp7u3btaPTo0TTYfxBV5s0hNW4TnzfFyXT4+B0KCQmhGzdukIqKSpN2z8vLozFjxtCdO3do69at1Lp1ayqsKKeFW9aTlA6fVLT4xAAkKCwmBz1D+nzjLh1I20379+8nIiJxcXFKSEggHx8fEhERodGjR5OlpSWNGTOGHjx4QGvXrmXr9fX1pYiICJKVlaXy8nIaOHAg+fv7k5WVVY37/qu0aNGCjh07RqqqqnTixAk6duwYHTt2jBiGoa5du1KXLl3I3d2dOBzOTx/j+fPn5OjoSO/evaPU1FSaNm0amZqa0uvXr+n+/fsEgNq0aUMLFiygbt261VmPQCCg0NBQunbtGh06dIh4PF6T2zJ58mQSFxen8vJy+vLlS5Pel4YoKysjLpdL7969Y8ds1TAMQ+np6RQZGUni4uI0Z84c6tmzZ633UyAQ0ObNm2nOnDnUtm1bWrx4MRkZGdGcOXPo3bt3tY6xcnJyaOTIkSQnJ0eJiYlkamrK/nbw4EEKCgqiY8eOkbW19U+f35MnT6hbt240YMAAmj9/fp3PYmVlJfn6+pKcnBz9+eefQt/DZppp5v82zYaRZn6au3fv0sKFCykzM5PGjx9P48aNIyUlJSIi+vz5M23cuJESEhJIRUWFQkNDacCAAbUaCPLy8mj37t2UkpJCN2/epJ49e5Kvry+VlJTQunXrKDs7myorK0ldXZ369OlDo0aNIgsLCxIREaHKykq6dOkSO1i6d+8eOTs7s4YSU1NT9uM4ceJE0tLSoilTpvxt1yQ/P59u3bolZCx59OgRGRgYCBlLbGxsSE1N7W9rR1N58eIFhYaG0osXLygpKYk6dOjwW+r9XFZC257eadAoUs2excvp3PZUIiLS1dWlly9fEsMwdP36dTp06BAdOnSIHjx4QO7u7tS9e3fy9PQkLS0toTpev35NO3fupJUrV9KHDx9o5MiRNGTIEHJwcKC0tDQaP348ZWZmUqtWrYiIqKKigm7dukUBAQGkpaVFffv2pRs3btDevXupoqKCdHV1qbi4mN6/f08Mw5CGhka9fwoKCrRlyxZKSEggHR0dysvLo8mTJ9OTJ0/Y40+cOJEURI8RlZ9t0vW8cz+PLDtsY/8fNGgQ6ejoUFxcHNnZ2VFubi69f/+evn37RgBITEyMJCUlSVJSksTExKiyspJKS0tJTU2NtLW1SUtLi+Tk5GjPnj20evVq0tfXZw0o8vLydbbj2rVr1K1bNzp48CA5ODg06RyIiAICAigjI4PS09PpypUrlJCQQKqqqjR27Fjy8/Or15D4rqSI0l7cp0qm4WdK6X0BbYmMoidPntDIkSNp5MiRxOfzm9xeABQdHU0RERE0f/58mj59utDv79+/Z40kJ06cIAsLC/L29iZvb2+2r/qRCxcukIWFBWVkZNDOlHW0Z1NnIuZDvW34UihK0yKfU4VAiTZu3FjroB8Apaen06xZs4jP51NUVBQ5Ojo26Tyrn5OrV69S27ZtSVVVlT59+lTvhHf37t00cOBA6tKlCx04cKDWsoWFhdSyZUs6dOgQ2dra1tuOGzdu0Pr162n79u1UWFhICQkJNHjwYJKWliai789fcHAw5eTk1Lr/8ePHadGiRXTq1Cmh7cOGDSNpaWkaN24c2dra0urVqykkJKShy0JE3ydd7du3px07dpCbmxu7vaKigrp160aWlpa0cuVKosoHREWJjarzR0qYNmRkNY22b99Orq6uTd6f6Pv9S0lJoQkTJlDYimiSszEnQR1DPEFFBX29fJM2L1xCvXr1oqVLlwq9d76+vjRw4EDq27cvEX03/qSkpNDq1avp0aNHJBAIaPDgwRQZGUn6+vo/1d76qKyspAsXLlCnTp2odevW9ODBA3J2dmaNIS1btvytRhhzc3PauHEjOTo6UklJCS1YsIAWL17MGkFHjhxJjx49IlFR0Vr3Ly8vp4CAAMrLy6N9+/bVMDw0lidPnlCbNm1ISkqK7t2790sGn9pwcXGhmTNnUteuXYnou5EjLS2NIiMjSUZGhiIiIsjLy6vO/uXo0aM0bdo0UlRUpGXLlpGTkxP7e35+PhkbG9P169dJT0+PiIi+fftGERERtGXLFoqKiqLAwMBa605NTaUJEybQyZMnhYwmjeXSpUvUu3dvmjdvHo0cObLOcgKBgAICAqioqIjS09N/i8G8mWaa+e+h2TDSzC/z4MEDWrRoER06dIhCQ0NpwoQJpKr6fSWXYRh2Jfjy5cs0bNgwGj16NLVo0aLWunJzcyk1NZVSUlLoyZMn5OvrS/369SOi7x4fx44do5KSEpKTkyNPT08aPXo0dejQgbX45+fns6tKR48eJSJijSRr166l8ePHU8+ePf+Bq/I/VFRU0P3794WMJTdv3iRpaWkhQ4mNjQ0ZGRn9a6sXAGj37t00YcIE8vLyoqioKPY+/izpL+7Ti+KvjS5fWVZGi7v1pa95n0lcXJx8fX0pKyuLVFVVqXv37tS9e3fq0KFDg14tDMNQXl4eDRgwgJ49e0ZlZWVUWVlJxsbGVF5eTvfv3ycdHR0qKCigr1+/kpqaGvF4PHr79i19+/aNREREqHfv3tSzZ0/S1NRkjR7y8vKNHoy/fPmSpk+fTqdOnSIVFRWSkJCgiRMn0smTJ+n48eM0fKg3LZgqT2JijR/cjwjLpOStd4mISFpamgCQvLw8ff78mTp06EDe3t7k6elJlpaW9OHDBzp79ixdvnyZ7ty5Q8+ePaMPHz5QYWEhEX1fIZaXlycFBQX6/PkzqampkbKyMn39+pXevXtHkpKSNbxNtLS0WIPK3bt3afr06XT+/Pk6PTvqol+/fnTgwAGSkZGhHj16UGhoaK2eZX+lQiCgzU9uUlFlRb3lWEA0yMiCPj15TvHx8ZSSkkJdunSh0NBQcnZ2btS9LCwspGHDhtHbt2+puLiYtm7dSnZ2dnWWLy8vp9OnT9PBgwfp4MGDJBAIyNvbm7y8vKhTp04kLi5OysrKZGBgQHKy0nR4VzdSVSxq1OkwIlxq2zWdBgwMoIkTJwr9dvLkSZoxYwZVVlZSVFQUdenSpckTx8rKSpKRkaGqqioiIurYsSOdP3+exo8fT8uXL691n7KyMurZsydJSEjQtWvXKCoqioYNG1Zr2cTEREpNTaXMzMxavQh37NhB69evp48fP1JgYCBZWFhQdHQ0Xb16VajskSNHaPny5XTs2LFaj5Obm0s2Njb08eNHoe2FhYVkbW1NPB6PrK2t6dq1a3Tt2rVGX6esrCzy8/Ojs2fPkomJCQGgoKAgysvLoz179nzvu0uPEZUealR9P3LjzhfaflCNlixZ0uR9/0rm0/t0q7Rx/S7vczEFuHSusd3Z2ZkiIiKosLCQtm3bRpmZmdS5c2fy9/enW7du0aNHj4jL5dK2bduoXbt2NGrUKOrWrdsvfb/+6g2qq6tLT548oYyMjHq9QX8HU6dOJRkZGZo/fz67TVNTk1q3bk0nT56kPn360NatW2t9VoqLi8nHx4fk5ORox44drAHvZ6isrCQOh0MDBw6kpKSkn66nLv744w8SCAQUGRlJu3btosjISFJUVKSIiAjy9PSs8124fv06TZs2jV6/fk1RUVHUu3fvWsvOnDmT8vPzKTExkTIyMti+NiYmpsHFoM2bN9Ps2bPp9OnTdY4Ra2P//v0UFBREGzduJG9v7zrLAaCQkBB6/PgxZWRk/Md68jbTTDP/Hs2GkWZ+G0+ePKHFixfT3r17adSoUTRp0iQhl/KnT59SQkICbdq0iZycnCg0NJS6du1a5wrMixcvaNeuXZSSkkLv37+n/v37U//+/UlGRoaSkpJoz549lJ+fT+Li4uTs7EwhISHUrVs39mMHgB49esR6k2RkZJCFhQX17NmTunbtSk5OTv/aagEAev36dQ1jyYcPH8jCwkLIWGJpaUlycnL/WNu+fv1Ks2bNot27d1NMTAwNHDjwp1bmvpSX0YbHN5q8397olXT2z51E9H11a+PGjWRgYEAAWM+Nhv4+fvxIioqKpKamRrm5uaSnp0dWVlb0+vVrun37NomKilJ5eTlt3bqVevbsSQzDUGJiIs2dO5f1EDl8+DAZGho2uf1/JTs7myZMmEBFRUVUWlpKYmJi9PLlSxIREaGZE9tQ5My2jaon8/Qr6tp3LzEM2HrNzc1p8+bNNG3aNBITEyMNDQ0qKfkenuPp6Umenp7k4eEhtOpY/exduHCBLl26RHfu3KFbt25RXl4eMf/fC0NcXJxUVFSIx+ORuro6cblcUlRUpKqqKvr06RO9ffuW3r59S/n5+SQiIkI2Njakp6dXqyFFS0uLdbnftWsXxcXFUU5ODklISNDz58+b5G5+4/N7OvnuRaPLExG9v3mX3Lna1KVLFyosLKTNmzdTfHw8SUpKUmhoKPn7+9fpHXP//n3q06cPubq60qpVq6hFixZ06dIlNqyvIQDQgwcPWCNJTk4OWVhYUE5ODlVWVtLgfi1pU5xHk86noMyZzFuPpU2bNlHXrl3p+vXrFB4eTk+fPqUFCxZQ//796+xTG+Lbt2/E4/HYZ2jLli00b948ysvLo1mzZtG0adOEyle7pMvIyND27dvp0aNH1K1bNwoJCaHp06fX6DeqqqrIysqKlixZQt7e3gSAzpw5Q8nJyXTgwAHy8PCg4OBg6ty5M4mJidHcuXOptLSUoqOjherZunUrHTlyhLZt20a1AYA4HA49ePCgxmQsNjaWJk6cSE+ePCFPT09KTExskodGcnIyLVmyhC5dukTx8fGUnp5Op0+f/p9nqOQgUVlmo+ur5tbdPOo24BT5+flRy5YticvlCv2pqqo2+L0CQOdv36SLIqWN7rNFRURoiJEVqUp9/24yDEOnT59mw+Ts7OzI39+ffH19SVlZmYiIrK2tac2aNeTs7EwlJSW0c+dOSkpKotzcXAoODqagoKAanny18fXrVzp16hQdPXqUjh07RqWlpexCRufOnen169f1egb9TrKysmjy5Ml07do1dlvXrl0pICCARo8eTYaGhiQnJ0crV64ke3t7tsznz5/Jy8uLWrVqRUlJSSQuLv5L7YiOjqZdu3aRiIhIDYPg7+Do0aM0btw4EhUVJQ6HQxEREeTh4VHn8/Ly5UuaPXs2ZWZm0pw5cyg4OLje5zAvL4+MjY2pffv29ODBA0pISCAPj8b3cQkJCbRkyRI6c+YM6ejoNFg+MTGR5s2bR/v27avXexEATZ8+nU6fPk2ZmZk/7dHTTDPN/HfTbBhp5rfz4sULioqKol27dlFQUBBNmTKF1NXV2d9LSkooJSWF4uLi6OvXrzRmzBgKDAysN6b64cOHtHPnTtqxYweVlpaSn58fDRgwgBQVFWnDhg20Y8cOevXqFYmKipKtrS0NHz6c+vXrx3o8lJeXk6KiImVkZNDJkyfp2LFj9PjxY3J1dWUHYkZGRr89PrqpfP36lQ3FqdYvuXfvHuno6AgZS6ytrYnP5/+t7b18+TKNHDmSeDweJSQkkJGRUZP2/5lJLBHRg3MXad3o76vhCgoKZGlpyRo8iIj4fH6N8BV1dXWh/9XU1NjVxXfv3pGDgwOtXr2a+vTpQwzD0Llz52j27NmUnZ1NLVq0oJKSEjIwMKCkpCRq1aoVxcfH0/z582n37t3Uvn37Jp/DX2EYhrZu3Urh4eGkoqJC9+7dY3+LnNmWZk+uPxzl5Nlc6jV4LxUXVxIRkY6ODr169YqIvq/kDR8+nE6dOkX79u2j1NRUOnPmDBkaGpKYmBg9fvyYzMzMyNPTk7p27UoODg41Bu9lZWWko6ND2dnZrFZLtV7L8+fP6cOHD+xkWVxcnDgcDuno6JCRkRE9ffqUCgoKaMqUKfTt2zd68+YNazh5+/Yt5ebmsmFvysrKZGJiQjdv3iQAlJSURBYWFqSlpUVcLrfBCf22p7fpQ+m3pl17gYDW+Y8kKVExmjp1Kg0YMIDExcXpxIkTFBcXR2fOnKHBgwfTmDFjqGXLlux+aWlpNHr0aFqyZAkFBgYSwzAkLS1NRUVFP71ynZ+fT4MGDWK92bIP96N2DppNq0SUS2dvd6TevfuQk5MT5eTk0B9//EFBQUG/rA+Un59PhoaGVFBQQETf+yMtLS2SlpYmDodDgwcPpj/++IOIvruk+/v707dv32j37t3ssd++fUuenp7k5uZGK1asqHFPMzIyaMKECRQYGEibNm0iKSkpCgoKosGDB9cwknXo0IGduP3I8uXL6dWrV99DV+rA2dmZ5s+fT506dWK3ASBHR0fS1NQkgUBA3bt3pyNHjtC+ffuadJ0mTZpEx44do8LCQrp48SJpav5wD8tOE5XsaVJ9RETPXkvQxDmP6Pjx42RjY0Pq6ur0+fNnysvLo8+fP1N+fj7JycnVajD59u0bPXv2jG7fvk1eM8KoVWfXJh3bSkWNuJ++e4bs2LGDeDwePXz4kC5dukSWlpZCZatDGV+/fl3j3t64cYOSkpIoJSWFXF1dKSQkhDw8PNhyAoGArl69yhpCbt68Se3atWO/wX8NO9u3bx9rNPu7qaysJDU1Nbp37x4bbjdhwgR68OABGRgYUHx8PG3atIlmz55NXbt2pUWLFhHDMNSlSxfy8vKi6OjoX/4eP3nyhJycnOjixYvUpUsXSklJ+alQxdqoqqqibdu2UWRkJD1//pz2799P3bt3r7PNX758oUWLFtH69etpzJgxNG3atAaNCQzDUFJSEk2ePJnMzc3p7NmzP+WVERMTQ2vXrqUzZ84IjR1/BADNnj2bUlNTG7WIsXDhQkpJSaHTp0//sidsM800899Ls2Gkmb+NN2/e0JIlS+jPP/+kIUOG0LRp04QGkADo0qVLtGbNGsrIyCBfX18KDQ2tN/4cAN2+fZtSUlIoJSWFJCQkaMCAATRgwABSVVWlbdu20aZNm+j+/ftERGRoaEgBAQGs0N7Dhw/Zuj59+kQnTpxgB2mSkpJs/LKbmxu7OvZvU1lZSQ8fPhQyluTk5JCoqGgNY0nLli1/ecXqR6qqqmjVqlW0ePFiCgsLo2nTpjV68pX94TVd+vS2ycd89/gpLfMZTEREoqKi5ODgQFJSUiQtLU0SEhIkIiJS6x8R1flbfn4+nT59mtzd3UlVVZVERESotLSUTp48Sfn5+cTlcunr16/E4/HIyMiIDAwM6MOHD5SVlUXt27cnExOTOutuyl9xcTGlpaVRbm6u0Dk7tFanyWPsqI+XIUlI/I8r+oUr72hV0g3afeApVVUJhPYxMjKiMWPG0P379+ncuXM0evRo9jglJSV0+/Ztun79Oj158oR0dHRIVlaW8vLy6MuXL2RmZkaWlpZkaWlJHA6HREREaPv27SQpKUl+fn61tl0gENDHjx/p6dOn9OTJE3r9+jV9/PiRvnz5QhUV30NbxMTESEFBgXg8HsnJyVFBQQG9f/+eOnToQB06dCAJCQlKT0+n8vJy+vjxIykrK7NhTyUlJcThcIjH47F/1SFOampqpKauTs8N1Yl+YvJxdOFyenzpKsnIyNDXr19p0qRJNGLECFJQUKBXr15RUlISJScnk5WVFYWEhNCFCxcoLS2Ndu/eTa1btyaimkaDn0VfX5/evXtHEhKgwhejSVS06ecza2k5rYrdSjIyMnTz5k3hifkv8O7dO7K1tWWNkEREPj4+lJOTQ4sXL6bIyEjy8fGhuXPn0ogRI+jly5eUkZFRI3Tgy5cv1KtXL+Lz+bR582aSkpKiyspKOnToEK1fv54OHz5Mjo6OtGzZMnJ0dKxTk0RTU5M+ffpUY3IVHh5O8vLyNGvWrDrPZfTo0WRubk7jxo1jt+3atYuio6MpOzub2rdvT8OGDaPIyEjKzs4mY2PjRl+n06dPU5cuXahXr160c+dOEhERIYZhaOfOnbR7VxylrW/T6LpYZLyJZDrTo0ePKDAwkMTFxWnDhg3shI9hGPr69Svl5eXR27dv6cSJE5SVlUU5OTkkLy9PWlpapKyqQp7RESQm2TRPyPJvJRTXdyj179ePhg8fTiYmJiQnJ0fl5eU1jB/z58+nz58/06pVq+qsr6ioiHbs2EFJSUn08eNHsre3p8rKSsrOziZtbW3WEOLs7FzvxDkuLo7u3LlDCQkJTTqfn6V///7UtWtXCgoKYo8/bdo0unjxImsgKiwspIULF9LatWuJiGjKlCn1PoeNBQB5eHhQt27daPLkybR06VK6c+cObd68+ZfqrayspK1bt9LChQtJV1eX5syZQ7NmzaLIyEhyd3evUb68vJzi4+Np8eLF1LNnT5o/f36j+pfbt2/TyJEjSVRUlBYtWkR9+vSh27dvN8pzqDbmzZtHaWlplJWVVUNnpaKigoKDg+nRo0d04MCBBr0O16xZQytXrqSzZ8/+lMZUM80083+HZsNIM3877969o2XLltHGjRtp4MCBNH36dNLV1RUq8/HjR0pOTqbExETS1tam0NBQ6tu3b70rswDoypUrlJKSQrt27SIOh0MDBgwgPz8/4nK5tGfPHkpOTqZLly4RwzAkISFBo0aNosDAwBrq+QDo3r17bNjNuXPnyNLSkh3A1bbK/m8CgHJzc4WMJTdu3KC3b9+Subm5kNCrlZUVKSoq/tLxXr58SaGhofTs2TNKSkoiZ2fnBve5+PENnf9Ye9aI+nh15x6tGvh9YConJ0c7d+4kfE8t3uAfEdX52/nz52nXrl00a9Ysys7OpsOHD1OnTp1ISkqKzp49SxMmTKCXL1/S5cuX6cGDB2RqakoGBgZ06tQp6tChA3Xp0qXe+uv7Ky4upvPnz9PFixepqqqKzMzM6M6dOzXOXUZGnCzM1IjH45KevjWtW7+D1Xsg+m4ocnd3p6ysLKqsrCQpKSlq06YNFRQUUKdOnWo9dllZGT1//pz1/FBTUyN5eXkqKyujd+/ekYyMDGlqapKioiLduHGDjR1vyvmVl5dTdnY2ycrKUmVlJRUWFgrdj2rExcVJIBCQqqoqMQxDoqKiZGhoSOLi4sQwDJWXl7N/FRUVQn8kJkrzs2vXlGgId1UtepNzixYvXkwvXrwgPp9Pz549oxEjRtD48eNJU1OTysvLacOGDTRjxgyqqKigSZMm0YQJE9hQjAcPHlCvXr2EjKtN5cOHD9SjRw+6cuUKmZqo0f0LA3+qnlUbxWjwsJk0Z84cevHiBe3fv/+3aBO9ePGCXFxc6OXLl+y21NRUmj17NrVr146io6Opc+fOJCEhQVJSUnTs2LE6w5DKysrI39+f9djauXMntWjRgoKCgsjU1JR8fHzo0aNHdfZNBw8epBUrVtCJEydq/BYcHEwODg71iiyuWbOG7ty5Q4mJ34VQKyoqyNzcnJKSksjd3Z0V8/T19SVxcXFas2ZNo67R48ePydnZmeLj41ldhvv379PRo0epqqqKpKWl6djuHuTs1HhjFUiMRJTnEol+X5EXCAS0atUqWrRoEUVERFBoaCh9+fKFMjIyaO/evZSZmUl2dnbUu3dv6tWrFyt+mldWQlue3Gr0cX/kz5ET6cWDh1RYWEiKiopUVFREjo6ONTxUVqxYQRMmTCBnZ2d2m5KSEmtAKS4upqysLPZb+vHjR1JVVaV3796Rm5sbhYWFUadOnRoV7tUYA9jvZPPmzbRv3z5KT08nIqK5c+fSihUr6OtXYb2WnJwc6tq1K2lpaVFhYSEtW7asTs2Nphx79erVdOnSJRIXF6fPnz+TkZERPX78uNFZrn6koqKCNm/eTIsWLaIWLVpQREQEdezYkYi+X1cJCQkhPRUAtHPnTpo5cyaZmZlRdHR0vZmvqikpKaHIyEhKTk6mBQsW0IgRI0hUVJQmTZpEDMPU69VVH9WhL6dOnaLMzExW2L+wsJB8fX1JVlaWduzYQbKysvXWs2XLFpo9ezadOXPmbxEJbqaZZv67aDaMNPOP8fHjR4qJiaHk5GTy9fWl8PDwGqKNVVVVdODAAXalKDg4mEaNGtVgrCnDMJSdnU0pKSmUmppKBgYGNGDAAOrXrx/xeDwaMWIEZWdn07t370ggEJCsrCx5e3vT8OHDydnZudbQgnPnzrGDu5cvX5KbmxtrKGmq2OQ/RXFxMd2+fVtIu+TOnTvE5/NrZMXR1tZu0kCuOuPFhAkTyNPTk5YsWVKvS+qzogLa+7Lpk8gLaXspbd53TQFxcXHq1asX2dnZka2tLdna2pKGhkaT66zGz8+PDhw4QG5ubrRq1Sp2NTY6Opo2btxIp0+fJnV1dfry5Qulp6fTjh076PLlyyQuLk52dna0d+/eJum9vH79mmJiYmjLli1kZWVFd+7coZiYGJo2bRq1atWKCgoK6MaNG0L7GBkZ0fTp02n+/PmUm5tLYmJiVFVVRStXrqTRo0eTuLg4HT58mPz9/am4uJiqqqrIx8eH0tLSGmzP58+fae/evZSamkoXLlwgDw8PsrOzo5KSEjp58iRdvnyZrK2taejQoeTp6UnGxsaNekZu375NS5cupW3btpG9vT0tXbqUOnToQCIiIlRYWEiPHz+mnJwc+vPPP+nWrVskJydH79+/p6qqKhIXF2c1IfT09MjU1JRat25NVlZWZGRkRFpaWiQqKkoAKO7+FapoRDaavxI7eCTlPX1OWlpapKqqSh8+fKC8vDwyNDSkZ8+ekY+PD3Xp0oWmT59OgwcPpt69e1NiYiKlp6eTl5cXhYaGUkVFBc2ePZvOnm1aJiGi76GAYWFhdOzYMVJTU6Nv377RrZvnSV8pucl1EREdONOKbt75QFVVVXT69GlycHCoocPxMzx8+JB69OhBjx49YreVlJSQhoYGiYqK0rt37yg8PJzWrl1LQ4cOpfj4+Fqfj2/fvlFaWholJyfTtWvXSEFBgVJTU9mJGRFRYGAg8fn8/8fee4dVkazbwy+ZTdyRnHNOkkEERKIBRCWrgIKomLOIAcWsmBFzHOPIgAnFLOacFSMGUFEUVPJe3x9+9J09gOLMufd37zms59mPsnd3dXV3dXXVqvddizIzM1usy4gRI0hVVZUmTpzY7LcePXpQ//79f2gXffLkSUpLS6OzZ88S0XeiZP/+/XT48GFmm5UrV9KaNWsY4vBnFrkfPnwgNzc3SkpKohcvXtDWrVvp06dPpK6uTl5eXrRnzx5qbGwk5w6qdPZAb5Horx/h+kN1sncb3+z7kydPUnx8PH369IkaGhrIz8+PQkNDKSQkRGSy3GTX/a76K219crtNx/wr4o1tiSPzXXj39OnTNHjwYFqzZg2Vl5czn4cPH9Lu3bvJ29ubSfN5//49ff36lRGDrq2tJQ6HQ/r6+mRlZUUWFhakoqJCLBaLLl++THl5edTQ0MAsUvxo0h8XF0d+fn7Ur1+/v3VOv4p3796RsbExvX//nqSlpcnV1ZXu3LlDVVVVTDs/ffo09erVi1atWkXh4eFUWFhII0aMIBUVFcrKyhKxgm8r3r9/T1ZWVnTo0CERYef4+HgyMzNr5oL1I9TW1tKGDRto9uzZZGZmRunp6c3SQQ8fPkyzZ8+mU6dOMec0ZswYamxspPnz54u4Lv0IR44coZSUFHJycqKsrCyRd3NpaSlZWlrSvXv3/vY7GwClpqbSjRs3qKCggD59+kTBwcHk4eFBy5Yt+ykZvG/fPho8eDCdOHHibzndtKMd7fjPQzsx0o7/cZSXl1NWVhatWrWKunfvTpMmTWoxjPnBgwe0cuVK2rp1K3l7e9OQIUPI19f3pxO1hoYGOnHiBO3YsYNyc3PJ0tKS6uvrqVevXjRixAgqKipi8pa/fftG4uLi5O3tTQMHDqTAwMAWVyDKysqosLCQIUoUFRUZksTHx+cfR2T8d6KxsZGKi4tFyJIbN25QfX19M7LE3Nz8pwJ/lZWVlJaWRrt27aIFCxZQTExMi/ekUSikNY+u07eG+l+q77K4ZHp+4/uqp6SkJCkrK5O2tjYJhUJ6+fIlycrKMiRJE2Gip6f3w3bx5MkTGjFiBN2/f594PB7Z2dlRdna2yD4ZGRm0c+dOOnHihEhobllZGW3ZsoVmz55NX758odjYWIqPjycPD49WVz0fPXpEc+fOpdzcXIqPj6f6+no6cOAArVu3juLi4igsLIyOHDlC165do4EDB9LFixfp8ePHJCkpSWJiYuTl5UWzZs2iMWPG0O3bt0lFRYW8vb2Z8G2i/7In/PTpE9XU1FBsbCxt3ry5zWRXeXk5Q5JcuHCBAgICSFlZmS5dukSOjo50+PBhkpGRoYCAAEYz4s855vX19bRv3z5asWIFY4fr7e1NvXv3pl27drUoaOnk5ETTpk2jkJAQ+vbtG/H5fDpw4AA9evSIrly5Qnfv3qUXL17Qu3fvmPMQCoXE5XJJV1eXvEcMInVbyzadXxO+fa6kMzMXE1tJiUpLS+nVq1fMZK7p9dcUISMvL0+enp7k6+tLzs7OpKWlRbm5ubRq1SoCQBwOh86ePdumvHkAdPz4cZo6dSpdunSJ2Gw2LV26lCoqKujIkSO07/ffiT7PIBL+WmpO1Zc60rTaRF++VJOJiQmdPXuWnJ2dKSMjg2JiYn6prL/i9u3bFBUV1SyaKSYmhq5cuUIdOnSgmzdvUl5eHkVHR5ODgwOtWLGCIa6uXLlC69ato127dpGbmxslJiZSSEgIzZs3jzZu3EiHDx9m+vrXr1+TjY0NXb9+vVkEIRGRtbU1rV+/XkTosgnu7u40b968H9qKv3//nkxMTOjjx49UVVVFJiYmVFBQQLa2tsw2ACgkJIRevXpFsbGxzcRl/4zPnz9Thw4d6OPHj/Tp0ydSVlamPn36UHBwMA0cOJB2795N4eHh9OHDB5KQkKB5MyNpVJIKEf2YyDtzqY76DT5E0dExNH36dLp//z7l5uZSbm4uPX/+nEJCQkhcXJzy8/OZ6JG/9jumpqZUWlpK2oYGlLjl162CxYhoqIUTSYl/n2gWFBTQwoULm7n+TJs2jT5//kxjxoyho0eP0pEjR+jo0aPE4/GoY8eO5ODgQPr6+vT161cRQqVJJ6WJSHn37h1VV1cTEZGSkhLp6+uToaFhs+iU+fPnM243fD7/l1zB/i5cXFwoMzOTeDwedevWjb58+UIPHz4kFRUVys/Pp4SEBPrtt9/Iz++/nHwaGhpo9erVNH36dAoPD6eMjIxfivKIjY0lNTU1WrBggcj3V65coV69etGTJ09+SgLU1NTQunXraM6cOWRlZUXp6enk5taysHdVVRWpq6vT2bNnKT09nW7dukWZmZkUGRnZpkiet2/f0qhRo+jcuXO0cuVKCgoKanG74cOHk5SUVLPz+hUIhUJKTEykBw8e0OvXr2nw4MEtCjv/FUePHqWYmBg6fPjwD13E2tGOdrTjz2gnRtrx/wwVFRW0dOlSWr58OQUEBNDkyZPJ3Ny82XZVVVW0detWWrFiBQmFQho8eDD17du3TWREbW0tHTlyhBISEqimpobc3NwoMjKSwsLCiM1m082bN2nTpk20a9cuKi8vJwDUoUMHio+Pp7CwsBZzV4VCId2+fZshSS5cuED29vYMUdKhQ4f/Z5a7v4KysjKRNJwbN27QixcvyNTUtJl2SUt6K5cvX6bk5GTicrm0cuVKMjExIaLvUStLly6lgoICkjHVp8Bhg9pcpydXr9Oq+CHMhNXJyYk+fPhAZWVlpKSkRBUVFWRtbU3GxsYkKytLb9++pRs3btC3b9+akSWmpqZUU1NDs2fPpuzsbBozZgyNHDmSamtryd3dnQYPHkyDBw8WOX5aWhrt37+fjh8/3iwaprGxkZKTk+mPP/4gDodDNTU1FBkZSVFRUWRnZ0diYmKMFsPJkydpyJAhlJSURGPGjKGnT5/Spk2bKCwsjHr37k2rVq2i/fv3k4aGBllbW5OFhQV9/fqVQkJCaMWKFeTh4UGXL1+moKAgGj9+PK1du5YWL15M/fr1o8zMTCZP+uHDh2Rvb09aWlpUXFxMOjo6dOfOnV9W3G+yG92xYwedOHGCgoODqX///qSrq0unTp2igoICunDhAnXo0IHc3d3p48ePlJeXRyYmJjRkyBAKDQ1lCLXjx49TVFQUnTp1SmSV7vLly9SnTx96/Pgx83y4uLjQvHnzqFOnTiL1AUBlZWVUXFxMt2/fpitXrtCxY8dIXkeTBmYv/qVz06wnOr12C+3cuZOsra2pX79+FB4eTvLy8lRSUkIJCQlMipO8vDx9+fKFhEIhkyYkLi5OcnJyJCYmxmipuLi4UO/evalDhw6kqalJ6urqzPnX1NTQtm3baP78+YxWx+zZsykpKYnExMSYdA4PDw+6dXEuOZi//6XzWbn+Fg0Ze4KIvjuG/Pbbb1RbW0u+vr508ODBFomEtuLKlSuUnJws4sxB9D2tJT4+nqqrq6m4uJjU1dWpsrKSgoODSVdXlxwdHWnDhg305csXSkhIoP79+zdz7snJyaGpU6dSfn4+OTp+1+BIT0+nZ8+e0ZYtW0S2LSsrIwsLC3r//n2LfamxsTHt379fRCy3JaiqqtK1a9coOzubSkpKWtRrKCsrIysrKxIXF6fXr1+LEMNCoZCOHDlCmZmZTOSJn58fpaeni5AyqamptGrVKkpISKAdO3YwulA6GiB8yyOxhifNjlv+ESTD7krdes1iRIurqqqIx+NRWFgYhYaGkqenJxPN+PDhQ4qPjydpaWlav369iJ1pTEwMbd++/XtdtuSQnp11s+P9CC+u3aIQNT0mXXDLli1UUFBAW7duJaLvUUOnT5+mmJgYUlZWps+fP5Ofnx/5+/tTly5dWiS2foba2lp6/Pgxbd68mXbs2EGNjY3k5uZGxsbGDLGSm5tL+vr69OXLFyovL6f6+vpm5AmPx2v23Z9/a3p224oZM2bQp0+fqKqqivT09OjgwYOUmZlJL168oHHjxlFeXl6rgqgfP36kadOm0W+//UZpaWk0ePDgny40FBQU0KBBg+jOnTstRiO6uLjQ5MmTqXv37i3uX11dTWvXrqW5c+eSnZ0dpaen/1SwtaysjGxsbKiuro6mTJlCQ4YMaZPFsFAopPXr19OkSZOof//+NHXq1B9GUL5+/Zqsra1bdIf6FRw/fpyCg4PJ3NycLl269NNrWlRURGFhYfT777//kDxtRzva0Y6/op0Yacf/c1RWVtLy5ctpyZIl5O3tTWlpac2U8ImIsXZcsWIFFRYWUmRkJA0ZMoQsLX++gszn8+ny5ct05coV2rFjBxUWFlKnTp0oMjKSunfvTgoKCvTkyRPavn07bdmyhZ49e0ZiYmJkZGREcXFxFBERITIQ/TO+fftGZ86cYURcS0tLqXPnzgxR8udBIwAqr62mj7XfSAgiZWkZUmXJk4TY37PX/Ffj27dvdOfOHRGy5Pbt20yUxZ/JEj09PWpsbKRly5bRrFmzaPjw4TRu3DgqKysjExMTqqurI3EJCYpfOpcsvH7u7FLzuYoWRvSjj69LiYgoMTGRdHR0KDs7m0mxePDgAd25c4e0tLTo69evVFVVRZ07d2Zy4cvKyujatWt0/fp1evXqFQEgHR0dSkpKIl9fX7KysiIZGRl68uQJeXh40Pbt20XChpvymo8fP06FhYUtEkKrVq2i6dOn0/z58+nBgwe0fft2amxsJFlZWaqsrKRx48ZRUlIS1dXVMeRaTk4O9ejRg5ydnenevXvk4uJC06ZNo4kTJ9LXr19p3bp1NHPmTBo5ciS9ePGCxo8fT2fPniVHR0c6c+YMpaSk0KtXr+jWrVv04sULSk5OprFjxxKHwyFLS0uqq6sjMzMzOnjwIElISNDx48f/9oBwwIABVFZWRrW1tXT58mUKDAyk3r17k5SUFM2fP58uXbpELBaLJCUlKSQkhAICAqhLly4iJOKmTZtoxowZdP78eWZAnJCQQKampiJh4U2W3pMmTWq1Pg0NDZSamkpnz56l/fv308nPb+mDeNvSaarKP1DB1LlkpKtHVlZW9PnzZ7pw4QJduXKFfH196d69e2RjY0MbNmygyspKWrx4Ma1bt47s7Ozo48eP9PnzZ+ratSvxeDzas2cPffjwgerq6qiiooIAkKSkJElKSlJ9fT0pKCiQtLQ0ff78mWRkZKi2tpYCAwMpISGBSQkqKiqitLQ0Sk9P/x4pZ6RBv6/vQJISdW06H5Ak9Rt2n37beYQaGhqYSA01NTXq2LEjnT17lq5cufK3BQaLiopo7NixdO7cOZHvs7OzafDgwSQnJ0evX78mRUVFOnbsGK1evZpyc3NJW1ubcnJyqHPnzj9ccc7NzaWBAwfStm3byN/fn6qqqsjU1JTy8vIYsoSIaNu2bbR3715G6+GvYLPZ9PTp05+6S3Tu3JkGDBhAQ4cObTUypaleUVFRtGLFCkpISKD79+/TrFmzKDc3l6qrq4nL5ZKioiJdv36d0Tog+k7up6am0qVLl8jV1ZWeP39Oo0ePpufPn9Pw4cOJ6Hu6zuqV06mjmxqp8OXo67d6unz9LQV3T6WHD4spLy+PGhu/CytbWlpSdXU15eXltZh+0NjYSIsXL6Y5c+bQtGnTyMfHh7Zu3Uo5OTlMm7QP6kKx82Y02/dH0P34jUbG9qdu3brRvHnzaNWqVXTz5k2ysbFhyH8TExN68uQJFRQUkKOj47+U/AdAZ86coezsbDp48CCFhoYyfXZ5eTmjY1NdXS3i1PPXqJSWolOIqFXSpKXvX7x4Qf369aMPHz7Qw4cPaeLEiVRVVUUXLlyggoKCFhdv/op79+7RyJEjqaSkhBYvXkyBgYEtbvf161eytramVatWUUBAQIvbbNmyhbZu3co4WTXh27dvlJOTQ/PnzydHR0dKT09nhKJbw5cvX2jBggW0bNky0tfXJ39//1ZT2f6K+/fvU3JyMtXW1lJOTo5I5NWPMGTIEFJUVKQ5c+a0afu/YufOnZSamkpbtmyhFStWMNbgrbW/69evU2BgIG3evLnVa9qOdrSjHa2hnRhpx/8afPnyhbKzs2nhwoXk5uZGU6ZMadWh5s2bN5STk0M5OTlkampKQ4YMoR49erS4kvDhwwcyMDCgT58+MStHlZWVlJeXRzt27KAzZ85QQEAARUREUHBwMLFYLCorK6O9e/fS+vXr6fbt2yQmJkYCgYAiIiIoJiaG7O3tW12Fev36tUiYMZ/PJ39/f3IJ60a16jyqqK8V2V5eUorsuGrkwFcnqTaEsf5PQygU0pMnT0TIkps3b9KXL1+YNBxtbW3Ky8ujsrIyWrNmDRUVFTGCefKKivTb9QtUXF3Z6jFUWfJkVitOnh0cSSgUkoyMDPXq1YuWLl1K0tLS9Pvvv9OyZcvo1atXFBMTQ2w2mwoKCr6LWJqZkbS0NBUXF5OCggI5OjrSvXv3qL6+nlJSUggAQ5Y8fvyYTE1Nyd7enhQUFGjbtm104sSJZuH1I0eOpIsXL1JBQUGLkUmHDx+muLg4io+Pp/Pnz9OzZ8/I1NSU7ty5Q9ra2uTv70+7du2i0NBQmj17NkVERJCsrCx17NiR1q1bR+fPn6fa2lrS09OjjRs3Uvfu3enLly8iaVxnz56lESNGkFAoJHV1dbpy5Qp9+fKFjh49Shs2bKDc3FwaPXo0LViwgM6dO0dJSUnEZrPp7Nmz9OHDB5owYQLNnj37l+/3rVu3KCQkhJ4/f04lJSWUlpZGeXl59O3bN7Kzs6ORI0dSeHg4lZaWUkFBAR0+fJhOnjxJpqamTNqNi4sLzZgxg44cOUInTpyg6upqMjQ0pEePHokQKE3P2IEDB1qsS2VlJfXp04eIvjuK3LlzhyJiY2j8jo1UJ/djy1zU1tH9rXvp2qkz9Pz5c6qsrGTEnGtqahhBZgkJCXJ1daXw8HDy8fEhLpdLa9eupWXLljGToAcPHpC2tjb17t2bxo8fTw0NDfTgwQNau3Yt/fbbb/Tx40dqbGwkcXFxamxsJBaLRZqamsRisUgoFDIr4N++fSMJCQmSlpYmZ2dncnJyIjdHLgV3fE3S0j979sWI5OOoliypS5cuJCYmRhkZGZSRkUGnTp0ioVBIQqGQWCwWLV68mGJjY38qTPhXHD9+nDIyMujEiRPMd7/99huNGTOG3N3d6datW2RhYUE3btwgNptNiYmJFBoaSgkJCcThcGjr1q0/Xc09e/YshYeH06JFiygmJobWrFnDPIdNfWp8fDw5OTk1i+gi+i4q2Zpjyl8xbNgwunz5MnXs2JHmzZv3w229vb3p8uXLxGazqaysjLhcLvXr1490dHQoKyuLLly4ILLqXVBQQAMGDKCwsDCaM2cOycrKUnh4OHE4HFq3bh2JiYnR7du3ycHBQURAuQmysrI0Y8YMCg8PJwMDA8rOzmbEXE+ePEn5+fkt6lW8f/+elixZQosXL6ba2lri8XhUXV1NVVVVRETk7OJCroPjSdehbRNXQ0UOddcxoeLiYkpISKBbt25RfX09ycvLU0REBJMuOn/+fKqurv5HaRFtQXl5OW3cuJFWrlxJL168oGXLljGRKn8H3759a5E0aY1QeffuHdXX15OsrCxZWFjQ8+fPqaqqimJjY0lfX79FQoXH4zUTigdABw4coJEjR5KJiQktWrSoWYTT2LFjqbS0lInMaQk1NTWkq6tLZ86cIRMTE/r69StlZ2fTggULfjpOakJDQwOtW7eOpk+fTt7e3jRr1iy6c+cOLVmyhAoLC3+4b01NDWVmZtLKlStp2rRplJKS8kukWElJCdnb29PDhw9/Kb0IAC1evJgWL15MBw4cIBsbG6qpqaHu3buThoYGrV+/vtnz//DhQ/L29qbly5dTeHh4m4/Vjna0ox0M0I52/C/D169fsXjxYmhoaKBr1664ePFiq9vW1tZix44d6NixIzQ1NTF9+nSUlpaKbFNUVAQnJ6dWyygvL8eaNWvQuXNnsNlsxMbGYv/+/aitrQUAfPr0Cdu2bYOvry+kpaUhKysLNpuNvn37orCwEHV1da2W3djYiEtXLmPekTwsvH3+h59NxTfxpa72F6/W/zu8e/cOR48exfz58xEbGwsrKytIS0tDQkIC4uLisLKygpiYGPr06QMAKK/+iuNvnmHjoxtYee8yFl85jYQlc1F44wqEQiEAIDo6Gtra2igrK0N8fDwMDQ1x4cIF5phXr15F//79wWazER8fj2PHjmHdunUIDg6GgoICNDU1IS0tDWNjYygoKMDFxQVpaWk4ffo06urq8O3bN1y8eBHZ2dlISkqCrq4uxMTEYGRkhIiICMyZMwdHjhzBu3fvkJKSAk9PT1RVVYmcd0NDA3bs2AFTU1NISUmhd+/eTBuor6/HsmXLwGKxwGKx4OXlhU6dOqFjx464c+cOeDwe7t27BwBYvnw5wsLC0L9/f2hra7d4jRsbG7Fx40ZoaGggKCgIGhoa4HA4yM/Px/379xEeHg4iwtKlS/H582eEh4fD19cXvr6+ICLY2dmhurr6l++ttbU1unXrBi6Xi9DQUBw9ehRlZWVYtWoVfH19oaysjKioKOzbtw/V1dWora3FiRMnMH78eNjZ2YHNZiM8PBwuLi4ICgrCggULEBMT0+w4paWl4HA4aGxsbPbbixcvYG1tjUGDBqG+vh6HDx+GQCDAoUOHUN/YiKKyEmTdPNfsOVp85wIOlhSj8i/PUnV1NW7fvo3Y2FgoKCjA29sb1tbWUFBQgJiYGMTExCAuLg4xMTGw2WzY2tqiQ4cOUFJSgomJCbhcLlgsFgYPHoyHDx9i37596NSpEzQ1NREcHAxFRUVISkoiODgYmzdvxtatWzFlyhT06dMHpqamEBcXBxFBV1cXQUFBiIiIQNeuXaGgoAAPFw0UX+4HfBje4qeyZCSOHlyCo0eP4t69e/j48aNIuywpKcG4ceOYOhARpKSkEBAQgIKCAjQ0NLTpvh86dAgBAQHM37m5uVBRUcHChQvh6OgIcXFxaGlp4erVq82ubXBwMMLCwph+80e4c+cOtLW1sXDhQtTX18PS0hK5ubkAAKFQCC0tLTx8+LDFfV+/fg1VVdU2nc/UqVMhKyuLjx8/tvh7dXU1Nm3aBFtbW+b+mJub4/LlywCA48ePQ0VFhXlmAaCqqgqDBg2Cjo4OCgsLRcqrqqqCnZ0d5s2bB+D79dPS0gIRNftoamqiuLhYZP+TJ09CVVUV/fr1A5/Px/79+5l67t69G0FBQWCxWNDQ0IC8vDzs7OwgKSkJcXFxaGpqolevXlBSUoKaliYGb1j503fO6itnMX7SROaZDQsLQ1JSEmRkZBAcHIyamhrmnpiYmPzwXfyvxrVr16Cnp4fevXuDzWZjwIABzH3570R9fT0UFBQQHx+Pnj17Ql1dHebm5sjKykJaWhoGDRqEXr16wdvbG1ZWVlBTU4OUlBQUFRWhp6cHR0dHBAYGIjY2FiNGjMC0adPQs2dPKCoqonfv3igqKkJpaSkuXrwIFRUVvH379qd1mjBhAgYPHoy5c+dCVVUVvXr1ws2bN3+6n1AoxB9//AEzMzN4e3uLXL+KigooKCj88Hk9duwYjI2N0bNnT7x69aptF7AFJCUlYfLkyW3evqGhAcOHD4elpSVKSkpEfvvy5Qs8PT2RkpLCjBsA4Pnz59DR0cGGDRv+dj3b0Y52tKOdGGnH/1pUV1dj+fLl0NbWRkBAAM6ePfvD7W/evImkpCSw2WxERkbizJkzEAqFWL9+PWJjY9t0zNLSUixbtgweHh7g8XgYMGAACgsLmYlFdXU18vPz0bNnT8jJyUFOTg4sFgshISHYvXt3s0k0ABx8WfzTAWrTZ0vxTTS0MEn8v4D6+nqkpqZCU1MTrq6uYLFY4HK5UFBQgJaWFrp27Yq0tDTs3r0bxcXF2L9/P3R1dTFjxgymjG/fvuH9+/fM33v27IGKigqmT5+O+vp65vt3794hMzMTWlpa8PDwwKBBgyAQCODt7Y3g4GAoKSmhc+fOGDFiBFJTU+Hg4AAlJSV07doVS5Yswf379yEUCiEUCjFgwAB06tQJGzZswIgRI+Dl5QUlJSVoaWlBR0cHurq62LVrFx4/fow1a9bA2NgY7u7u2L9/P16/fg1HR0f07dsXNTU12LdvH/h8PvLy8lBTU4OYmBiw2WwoKiqCw+EgNjYWVVVVaGhogJGREc6cOQN1dXUkJyf/8NpWVVVh8uTJUFZWhrS0NAwNDeHr64v9+/dDVVUVgYGB0NfXx6ZNm5CcnAw7OzvMnDkTRAR5eXncvXv3p/evoaEBubm56NKlCxQVFWFsbIwXL160uG1ZWRlWrlwJHx8fsNlsREdHIzc3lyFh3rx5g40bN6JPnz4MURYZGYmCgoJmRI2BgQHu3Lkj8t3ly5ehoaGBhQsXQigUYteuXVBRUWnWB4wcPRqz1qzChbevEDZmGM48eYgv9S0P9D9//oywsDC4uLjg5cuXIr9VVlbi8uXLmDRpEqytrSEpKQlFRUXIyspCSkoKLBaLmdA2TaClpKTg4uICCwsL6OvrY9euXXj79i1mz54NHR0duLi4YPHixYiLi4NAIICLiwuGDRuGo0ePYtasWQxx2FSupKQ4YvvY4PqZEXj7aAzKn4zD8ztTcDhvJiZNGofY2Fh4e3vD2NgYcnJyUFRUhJmZGTp37oy+ffti4sSJWLRoEZKTkxkCV1FREdLS0lBUVMSAAQNw7do1kcnEX5Gbm4tu3boBAFavXg0WiwUOhwNvb29s2rQJAoEASkpKzchnAKipqUGPHj0QEhLSJjKupKQE5ubmGD16NA4cOAATExPU1dXhwYMH0NbWbrWeN27cgJWV1U/LBwBPT89mpGNjYyOOHz+O4OBgSEtLQ1JSEvb29ti2bRuGDx8OGRkZvHnzBvfu3YOKigqOHz/O7HvmzBkYGhqiX79++PTpU7PjCYVCFBYWQlFREUZGRuByuYiLi4OlpSXs7OwgLS2NLl26YPr06a3W+enTp7C2tkbXrl3B5XLh6uoKBQUFqKqqgsViISAgANu3b8exY8fA5/MhLS0NXV1daGtrQ1lZ+b/aqYQEPCLDMWH/rmbvmbG52+ES3h0GhgZIT09HUVGRSP/auXNnuLi4wMbGBjdv3sSNGzegq6v7w7bzr8b+/fsRGBgI4Pt7OTMzE3p6enBwcEBOTk6L79p/BfLz82FoaAhVVVV4e3vj+vXr0NHR+eE+QqEQnz9/xpMnT3Dx4kUcOHAAmzZtwqJFizBp0iQkJSUhODgYampqkJCQgIKCAogILBYLBgYGcHZ2RnBwMPr27YtRo0YhMzMTOTk52Lt3Lw4dOoSEhASIiYmhZ8+euH37dpvO49KlS/Dy8oKFhQX279/f4r2zs7NDUVFRs+/fv3+Pfv36QVtbG3/88UfbLtwP8OzZM3C53FYJyj/j27dvCA8Ph7e3NyoqKlrc5vPnz3B0dMSYMWMgFArx6s0bBCX0xaJTh7Hi3mUsvXsR6x5ex7HXT/G++us/rn872tGO/xy0EyPt+F+PmpoarF69Gnp6evD19cXJkyd/uH1FRQWysrJgYmICGxsbBAYGYsqUKb983BcvXmD+/Pno0KEDVFVVMXToUJw9e5ZZ3W5oaMCpU6cwcOBAZjVZWloa7u7uWL16NcrKyvDyy+c2kyJNnylrV+Lw4cP4+vX/zgu9oqICAQEB8PPzw4cPHwB8n9w6ODjA29sbhYWF2Lt3L9LT09G9e3fo6OhAXl4esrKyUFFRQU5ODi5duoRv3741K/vVq1fw8/ODu7s7njx5IvLbuXPnYGxsDEVFRaioqCAjIwNv377Fly9fsHv3bkRGRkJZWRleXl6YOXMmli9fjsTEROjo6EBLSwvx8fHYvHkz3NzcMGnSJKbcxsZGPH78GDt27ICFhQXk5OQgLi4OKSkpODo6YuzYsdixYwcePnyIyspKhIWFwdDQEGpqarhy5QoAYMOGDdDT08ObN28wffp0mJubIygoCEpKSvD09ISxsTHevn0LIsKDBw/adJ2fP38Oc3NzyMnJISEhAVwuF3w+HyUlJTh16hTc3d1hZWWF6Oho6Ovr48CBA2CxWBATE8PSpUtbLLOJZNLR0YGrqyu2bNmC8vJycDgcvH79+qd1Ki0txYoVK+Dt7Q02m42YmBj88ccfzOR4586dkJKSQkhICNzd3aGoqIjAwEBkZWXhwYMHiI2NxerVq5nyfv/9d/D5fOzbtw8AsGbNGmhoaODGjRsixxUKhTA0NMT169cBAObm5q1OGu7evQtTU1MMGjSIWQX/ET5//ox169bBy8sLXC4XwcHBkJGRgaSkJKSkpCApKcmQGuLi4pCXl4eUlBSUlJRgY2ODsLAwmJubQ1xcHDIyMoiPj4eSkhIePXqEiRMngsvlYvTo0Th58iRkZWWZyay7uztmzpyJuLg4uLi4gM1mg8PhwMXFBX379sWsWbOwZ88e3Lp1C6Wlpbhz5w4KCgqwfv16ZGRkYNCgQejWrRtDujR9ZGRkIC4uDgkJCSgqKiIsLAzbt2/Hw4cP8eXLF+a8N27ciA4dOsDS0hLi4uKIi4sTiWoYOnQobG1tsWTJkhavW11dHXr37g1/f/829V8fPnyAu7s7YmJi4Ofnh2XLlmH58uWIj49vdZ+jR4/Cx8fnp2WfPn0a2trakJeXR2NjI+7fv4/BgwdDWVkZUlJSUFNTQ3p6OsrKyph9qqqqwGKx4OrqCj09PWzcuBHAd0J87NixUFNTY9plExobG1FUVISxY8fC2NgY2tra6N27N5SVlXH58mUIhUKw2WwoKSnB3d0d8+bNw6hRo1qt95MnTzBx4kTIyspCQkICYmJi4PP5WLp0Kd69e4eamhr06dMHYmJi6Ny5M169eoXg4GAYGBiAzWbD3t5eJDJFTEwM6iZGsPbzhndEOKxcnZnfZGRkkJ6e3qwOjo6OuHDhAjZs2AA+nw9vb2+MHj36p9f8X4ns7GwMGDBA5LvGxkYcOnQIoaGh4HA4GDRoULN+4Z+ic+fOMDc3h6SkJN6/f4+GhgbIysr+y4iYa9euQV9fHwoKCsjLy0NxcTHOnz+P/Px8bNiwAfPnz8eECRPQt29fmJubM/2KlJQUxMXFweFwYGxsDFdXV3Tt2hX9+/fHmDFjMGfOHKxduxbZ2dnw9fWFiooKFi1a9MP+bvjw4cjMzGT+FgqF2LhxI1RUVDBixAhUVlb+S84ZABISElpsa39GeXk5PDw8EBkZ+dN++sOHD7C2tsak2bOQfiT3h2OqY6+fokH4f3PBqR3taMf/LNqJkXb8n0FdXR3Wr18PIyMjdOzYEUePHv3hClZjYyOOHDkCNTU1KCgoYMSIEXj06NHfOnZxcTFmzpwJKysraGtrY/To0cygF/g+oLh+/TrGjRsHbW1tyMjIQFpaGkNWL/llYmT++WPw9PSEgoIC/Pz8MG/ePNy4ceN/dLXuV/DgwQOYmJhg2LBhIquOwPcokqysLPB4PEybNk1ksHP9+nXw+XzIysqiT58+sLW1haysLCwsLBAVFYW5c+eioKAAb9++RWNjIxYtWgQ+n4+NGzfi7du3SExMhJqaGtavX4/GxkbcvHkTAwYMAJvNRlxcHC5dugTg+6QmLy8P/fr1A5fLhbOzM5Mys2zZMnTv3p1ZWe/atSuOHj2K6upqfPz4ETNmzIBAIIC2tjbc3d3x9OlT5OfnY8aMGQgNDYWuri4UFRWhrq4OWVlZJlokLy8PqqqqePDgAW7cuAE+n89EX7x//x7GxsYwMzMDi8WClJSUSFTSz/Dx40coKyvD0tIShoaG0NHRAZfLxaRJk/Dp0yfk5+fD2toaBgYG4HA4KCoqgqWlJYgI/v7+qKurg1AoxIULFxAbGwtlZWUkJCQ0S49ISkrCzJkzf6ktNJEknTp1YtLSXFxcMHXqVKipqeHAgQP4+PEjdu/ejcTERGhpaYHL5cLExAS///47MjIyoKGhwYR8z5s3D3p6ei0+t3fv3hWJLHBzc8OZM2eabbdr1y7w+fxfDrEWCoU4ffo0AgICICcnByKCnp4efHx8IC8vDx0dHairqyMgIABaWlrg8XiwsrICh8P5/yNAJMHlcsFms0UiQ9TU1DB8+HBs2bIFa9euhbS0NDQ1NcFisTB27NhmdXj79i1Onz6NNWvWYMyYMejevTtMTU0hIyMDfX19BAQEYNiwYVixYgUKCwvx8uVLpu58Ph+7du1Cv379oKSkxKRiNaUMSUtLQ0pKCvLy8mCz2RAXF4esrCykpaUxdOhQ/PHHH7hy5QpKS0sZAkBbWxsuLi6tXrf6+nrExMTAx8dHhHRpDV+/fkW3bt3g5uYGgUCAkJAQbN26tdXtt2/fzqTn/ejeubi4YMWKFUz0l7S0NFgsFiIjI3HlypVW+9Nhw4ZBSkqKiVa4du0aLC0tERYWxqQ91NTU4ODBg0hKSoKamhqsra0xZcoUXL16lSl3x44d0NHRwfnz5yEuLo6xY8ciJCQEu3btQs+ePUWOWVFRgZycHDg4OEBOTg5KSkrQ09NDp06doK6uDg8PD3Tp0gXr16+HoqIi5OXlkZubi+LiYpibmyMlJQV1dXW4fv06FBQUmKimP3/k5OSwa9cumJubM4QJh8NpkeTS0dHBs2fPAHxf7WexWLCxsWmW+vPficmTJ/8wsubVq1eYPn060x7Xr1//jxcTLly4ACkpKfTt2xe+vr4MCWZtbd2sf/y7ePr0KbhcLpYsWQJdXV306tWLudbA97Ywffp08Pl8xMXFMaR5QUEBrK2tUV5ejocPH6KoqAh//PEH1q1bh7lz52Lo0KGwtLSElJQUtLW1mYglCQkJ8Hg8mJqawsPDA927d0dCQgLGjRuHvn37wsrKCnl5edixYwdcXFxga2vLvDv/lXj8+DF4PF6rUSBPnz6Fqakpxo4d22JqZUu4+ugBZp0vbNO4Ku/Fw/+1Y6h2tKMd/3vQToy04/8c6uvrsXXrVpiZmcHV1RUHDx784QvPwsICBw8exIQJEyAQCODv748//vijzRPRv+L27dtIS0uDkZERDA0NMXny5GYr1cXFxZg9ezZmXzz+y8TIwtvn8bHmGz5//ozc3FwMHjyYiUaIi4vDli1bRFY5/1+iSfdhzZo1P9yupKQEoaGhMDExwYkTJwB8zxVmsVjo06cP1q1bB+C7ZsyNGzewceNGjBgxgolCUFdXR2BgIKMvIiUlhaSkpBYHWR8+fGAm1C4uLti6dSuTR11XV4eCggIkJSVBRUUFtra2mDFjBm7cuIENGzZATk4OZmZmkJKSgpSUFJycnJCbm4va2lqEh4ejR48eIpoyX79+RXBwMFOOk5MTMykxMzNDfHw8NDQ0kJaWxgzaL1++DB0dHdTX18Pc3BwmJiZwcHCAmpoahg0bhgsXLvx0ADd9+nTExsYiJiYGcnJyCAsLQ+/evaGqqoqVK1eipqYGW7duhaqqKqSkpLB8+XIMGzYMRAQFBQVYWVnBwMAA8+fPR3l5eYvHuHLlCvT09No8SP0r3rx5gxkzZkBSUhJsNhuBgYFQVlYW0SkQCoXYt28fuFwuNDU1IS4uDmdnZ8ycORP9+/eHmZlZq7ntc+bMweDBg5m/g4ODkZeXx/xdX1+PMWPGQE9P75cmNbW1tdiyZQs6dOgAY2NjrFixAmVlZRAXFwePx4ORkRGUlZXRpUsXTJs2DV27doWKigrc3d2ZFJaRI0fi9u3bOHLkCKKjo0FE4HA4TKqDuLi4iB5IU3vp2bMnJk+ejA0bNuDMmTMoLS1ttS3U1dXh4cOHyMvLw/z58zFgwAB4eXlBVVWV0Z9wdHQEj8fDmjVrUFRUhFWrVqFDhw4MwdOkr9KkfeLi4gJJSUlER0cjKSkJISEhsLOzg0AggLS0NHR0dBgypX///pg3bx62bduGkydPori4mIn4amhoQP/+/eHp6YnPnz//9JrX19cjMTERPB4PMjIyLabqNGHJkiUYMmRIq79/+/YNI0aMgJycHBPZY2pqil27dv10FbqxsRHBwcGQkpICj8dDamoqBAIBNm/ejIqKCoaUUVZWhqenJxYsWPBDsmDq1KlQVlaGiooKdu7cid69e+PSpUtwcHBAXV0d8vPz0bVrV8jIyDDRQcOHDxchWHbu3AkOhwM2mw0igpeXF758+YKjR48yaYbLly9Ht27dICsrC1lZWcjIyICIoK2tzaQLERGGDRsGR0dHuLq6wsrKqkUCSigUQlZWlumvmiIcFi9eDB6PhxUrVvyPTDD79evHvBd+hPr6euTl5SEkJARcLhepqanNUvPaglevXoHL5cLFxQVCoRCLFi1iIlb69OnzQ7KurRAKhQgICMDs2bMBfG+rM2bMAJfLxahRozBhwgTweDz079+/GRnc2NgIY2PjZuRvdXU15s6dCz6fj5SUlGZjg/r6erx79w7379/HmTNnsG/fPqxZswazZ89GSkoKpKSkYGxsDElJSfD5fCgrK0NCQgICgQDm5ubo2LEjwsLCMGDAAEyYMAELFizAxo0bsX//fly4cAGPHz9GRUVFm9pE3759RVJnm3D16lVoaGi0GtXYEr58+4ZpR//4pXHVzQ//O8ZN7WhHO/73op0Yacf/WTSJYFpZWcHR0RG5ubnNXs5NYbBNg7zq6mps3rwZzs7O0NXVxZw5c0Q0LX4FQqEQV65cwZgxY6CtrQ1LS0tkZGQwA5rqhvq/RYosvH0e+UWnMWHCBPj4+DCTjSdPnmDVqlUICwuDsrIybG1tMW7cOBQWFv4tgc1/gqaBo5qaGk6fPt3m/XJzc6GtrY1+/frh/fv3YLFYWLNmDcLCwn54rBcvXmDWrFlQUVEBj8djJnTm5uZITk7GqlWrcP78eZEV6ibNjM6dOzNh82/evBH5/eTJk4wuioGBAQwMDCAmJoa4uDjk5OQgJSUFRkZGUFFRQVRUFOzs7BASEoL6+nqUlZXByckJcXFxDPFSXFwMDocDRUVFpKeno0uXLtDV1YW9vT1YLBYsLCygp6eHrl27orCwEBISEtizZw+A75E3U6dOhYmJCQwMDDBp0qRWB/ifP3+GQCBAYmIipk6dismTJ4PL5WLQoEHw9vaGmZkZ8vLyUFtbizFjxkBMTAxqamqQk5NjREZ37dr10/tlb2+PgoKCNt3bljB58mSkpqbi9evXWLZsGczMzCAmJobw8HBG4Pjjx4+QlJSEj48PSktLkZ+fDysrK8jKykIgECA2NhZbt27Fu3fvRMr28PDAoUOHmL9jYmKwadMmAMDbt2/h4+MDf3//Vomfv+L9+/eYOXMmNDQ00LlzZ+zfvx+NjY04fPgwTE1NIS0tzaykfvv2DTt27EBQUBDk5eWhoKDApEv069cPYWFhUFBQAJfLhZGRETp06MAcp66uDjt27ICz8/eUBiUlJaiqqkJDQwNSUlLgcrnQ0NCAmpoak25mbm6O8PBwTJgwAWvXrsXJkyfx6tWrVkmriooKXLx4EZs3b0aHDh2YqAZZWVkmiqUptcbCwgKdOnViJtMSEhLo378/jh8/LlJ+TU0Nnj17hqioKOjr6yMoKAijRo1CREQEPD09oa+vDxkZGXA4HFhZWcHf3x+mpqbQ1NTEokWLkJ+fj2vXruHdu3ctTqKEQiEiIiJARDh16lSr9yktLQ3Tpk0T+a6xsREnTpxA7969ISMjw6SfZGZmIjk5GXPmzGlTGxg3bhw8PT0REBAALpcLeXl5TJ8+Hf7+/lBUVETXrl2xdu3aNglmAsC+ffsgJSUFIyMjbNiwAXFxcSgsLGR0X5SVlSEnJ4fo6OgWo8aqqqowfvx4yMrKQkxMDLa2tuDz+QgJCQGLxYKamho0NDQQHx+P+fPng8PhIDMzE2w2GxISEnB2doampibS0tLw8eNHkdSIXbt2wcvLq1mdP3/+DAUFBebvCRMmYMKECQCA+/fvw8nJCf7+/s10ev7V6Ny58y/3Pc+fP0daWhrU1dXh6emJLVu2tOnd+OjRI+jo6IDFYjGRfQ8fPoSGhgaEQiHTx/5TbNu2DTY2NiLkenl5OVJTUyEtLQ05OTnMnz+/1ec6KysLkZGRAL63+c2bN0NHRwc9evTA/fv3f7k+p0+fhoyMDDp27CiiJ1VXV4eysjLcuXMHp06dwt69e7F69WrMmjULI0eORFxcHIKCguDs7AwDAwMoKSlBUlISqqqqsLS0RKdOnRAeHo7k5GRMmjQJixYtwubNm5GTkwM2m42bN2+isrISQqEQhw4dgkAgwO+///7T+h48eBAGBgY4cOAAEiaO/eVx1dqHP9ZYakc72tGOdmKkHf/n0djYiL1798LOzg62trbYvXs3M7B4/Phxq8Jply9fZiIQ+vbt+48U9xsbG3H27FkMHToUqqqq6NChA+YvWvi3iRFDR3tmZTktLQ1r1qzB4cOHcffuXVRWVqK+vh5FRUWYOnUqI84XGBiIRYsW4c6dO/+tL/+amhrEx8fDxsYGz58//+X9KysrMXLkSKioqIDL5eLKlStQUlJqdQD78uVLREZGQltbGzt37mTObe/eveDxePDx8UG/fv3QoUMHsFgsmJiYoE+fPsjMzMSBAwfw+vVr3LlzBykpKWCz2YiKisK5c+eYcm7fvo3o6GgoKyvD1dUVysrKkJGRwYgRI3D+/Hk0Njbi2bNnyMnJQc+ePSElJQUFBQUoKioiOjqayT0vKyuDoaEhcnJycPv2bSaFq2kFr7a2FocOHYKcnBwGDhwIMzMzZqW+Z8+eyMjIYARdr169ijFjxkBTUxPW1tbIzMzE06dPRa7L7Nmzoaury+ggPH/+HBEREdDS0sLYsWNhYWEBGxsbeHp6QklJiRl4R0VFgc/ng4gQFxf3w8iplStXolevXr98j5vOV01NTcTRA/g+sdXQ0ICrqyuUlJTAZrMhEAiwfft21NbWIjIyEj4+PqisrMSzZ8+QnZ2N0NBQKCsro0OHDpg8eTLy8vKgqKgoEgEwdOhQZGVl4cKFC9DW1sbkyZPbFBV2584dDBw4EGw2G4mJibh16xaA7+0iICAAxsbGWLBgAezs7ET2O3PmDNzd3WFqaoqEhARYW1tDS0uLcaDhcDjw8/ODhIQEvL29m7lIeHh4QE9PjxHW9PT0xObNm3Hjxg388ccfmD9/PpKSktCxY0eoqKhASkqKSevS1NRk0r9MTU3Ro0cPjBkzBtnZ2SgsLMSLFy+YPrCurg6urq5wc3ODlpYWbG1tMWzYMMydOxfx8fEwMDBgopykpaWZiJAmweChQ4eK1P3atWtQV1eHmZlZs35GKBTi/fv3uHHjBg4cOIDVq1fD2dkZfD4ffn5+sLGxYaJC9PT04OHhgT59+mDkyJFYsGABIiIioKamBhkZGZw/f77F+5WcnIwVK1YAAO7du4fRo0eDx+NBXl4ecnJycHV1ZVb9AbRZfHv16tUwMjLC8OHDISsrC3FxcUhKSsLCwgJ79uz5ZY2J0tJSqKqqwtfXF9ra2jA1NWXqSETw9vbG7t27W9RVEgqF2L59O9TV1cHn82FtbY3k5GRGtJOI0KNHD6avr66uho2NDZYtWwYtLS3IycnBwsIC9fX1jCjrqlWrRO5XXV0d1NTUmpGvxcXFMDAwYOphYGCAa9euMb/X19czKYZbt279b3vXmJqatkk0uiXU1dXh999/h7+/P/h8PkaNGtWqjtP169ehrq6OqKioZilORkZGuHbtGn777TeEh4f/rbo0oby8HKqqqsw44/3795gwYQK4XC4GDhyIp0+f4ty5c3BycoKzs3OL7b+iogJsNhs7d+6Evb09XFxcfmlhogkfPnzAgAEDoKmpicDAQMZF6Z+gtrYWb968wa1bt3D8+HHs3r0bq1atQkZGBoYPH46YmBiGcGSz2VBQUGCEuQ0MDODj44PevXsjJSUFU6ZMQVZWFrZu3YrDhw/jypUreP78Ofr27csQ+8mrFv+tsdXrr/863ZR2tKMd/35oJ0ba8W8DoVCIvLw8ODk5wdLSEtu3b0d+fj66dOnyw/3Ky8sxb9486Ovrw8nJCRs3bvxHERgNDQ04duwYBg4ciLSCfb+uMXKzCHLKSozzhZOTEzw9PeHq6gpjY2OwWCyw2WxYW1sjODgYycnJSEtLQ2pqKrp27QpNTU1oamoiPj4ev/3229+OiGkJZWVlcHd3R8+ePf+xGN3Vq1chJycHBwcHODg44PDhwyK/19TUIDMzE1wuF5MnT25Rr+D9+/cIDQ2Fra0t7ty5g7q6Oty+fRtbtmzB6NGj4efnBx6PB4FAgC5duiA1NRWxsbHMRMXe3h5qamqYM2cO4zLR2NgIPz8/WFtbw8zMDJqamkhNTcXJkyfR0NCAgwcPQkJCAjo6OujUqRMUFBTg6ekJDQ0NDBgwAA0NDaiqqoKOjg6MjY0RGxvLTODHjRuHESNGAACCgoJgYWGBBw8eYPv27Rg7diw6d+4MLpcLVVVVBAUFYeLEiZg+fTqio6PB4/Hg5uaGpUuXoqysDFVVVZCWlkZ2drbINTl48CCjqaCqqgplZWVERkbi/PnzMDExgYuLC7hcLvT19UFE0NfXb3UF/NOnT2Cz2X8rdWvHjh0timQKhUIMGjQIbm5uUFVVRWhoKKPL0+Ro1FL6RV1dHU6dOoWJEydCV1cXUlJS6NmzJ1avXs2sFHft2hUCgYCxfm0NjY2NOHjwILp06QI1NTXMmDGDuQalpaUYOHAgBAIBlixZgtraWhw8eJCxsb1z5w4jILxp0yaGfLly5Qrc3NygrKwMRUVFaGhoQFZWFnJyckhNTWX0SI4dO4abN29CXFwc6enp6NSpE+rq6rBnzx74+PhATU0NU6ZMaZZC9OXLF9y4cQO7d+9GZmYm+vfvD1dXV3A4HMjKykJdXR36+vrQ0dFh0s1UVVXB4/GYFIv+/fvjyZMnIlpAr169gr6+PqKioqCiogI5OTl07NiREaBsEnBlsVjo0KEDxo8fDzU1NQgEgjaRyUKhEGPGjIGNjQ0T9VNdXY0nT57g1KlT2L59O+bPn48RI0ZAIBCIWBs3idkGBQVhwIABmDp1KqytrdG5c2fo6uoyeiheXl7Ys2cP3r9/D1VVVZGJ/MWLF2Fvb//DtpCVlQUWi8WUFxMTA0tLS6xatQrq6uo/jGBp7Zy7dOmC7t27Q1ZWlkllUVJSwurVq2FmZtaq3erNmzfh7OwMLpcLSUlJsFgs2NraYvDgwbCwsICOjg4MDQ2hqamJKVOmQCgUYtiwYQgPD8f06dPh5+cHcXFxjBkzBvX19ZCXl8fFixfh5OSEzp07i5DZTe+NP6OoqAiurq4Avi8eGBkZtUh+XL16FRYWFujVq9e/9B0DfL9+8vLybUrD+hmePHmCCRMmQEVFBT4+PtixYwcT4Xf69GkIBAJGe6UpzbMJw4cPR0ZGBm7cuAELC4t/VI/+/ftj2LBhePv2LcaOHctE+P11caGxsRGbNm2ChoYGYmNjRfqBmzdvQltbG1wuF7t27fplUkooFGLbtm1QU1PDkCFD8OnTJ+zcuRNdu3b9R+f2K2hye5o0aRL09PRw6tQp3LhxA4WFhdixYwdWrFiB6dOnIzU1FVFRUejSpQvs7e2ho6Mjopkz6dCev0WMXC9vPU2vHe1oRzvaiZF2/NuhKTzTzc0NKioq8PPzayYK2hIaGhqQn5+PwMBACAQCjBs3TkQU7e/g9Otnv/ziTly+gHn5e3l5YeHChYiOjoaJiQnk5eXh4eGB5ORkzJw5EytXrsSyZcswfvx4REdHo2PHjsykUUFBAcrKypCUlISKigp8fX2Rnp6OU6dO4eXLl7+ssXLt2jXo6Ohg6tSpf1t34q/w9/fHoEGDICcnBycnJ4aQOnDgAIyMjNCtWzc8fvz4h2UIhUKsWbMGfD4fy5Yta3EV+9WrV9i/fz8yMjLg5eXF2K825eP7+/tj7969zED8y5cvsLe3x4IFC3Dv3j1kZGTAzs4OSkpKkJWVxYwZM9CxY0cMGDAA5eXlcHBwgJWVFSwsLMDlcmFgYAA3NzfcvXsXYWFh6NixI54/fw4ej8dEfigpKbUoLtiUOrRv3z6kp6ejW7du0NTUhLKyMkPWsFgsuLm5QVFRER07dgTw/f4kJiYy9rlNIeUREREYMWIEuFwuhg8fDmdnZ/Ts2RMpKSnM6rW0tDSOHTvW4vWNj4/H3Llzf+3GAvDy8mo1XWfXrl2QkpKCv78/hEIh8vPzIS8vDycnJ7i5uYHL5SIhIQGHDh0SCTtvQnh4OLKysrB582bExMQwIr6ysrJYu3Zti6vwwPf7umrVKpiZmcHOzg6bNm1iSKuvX78iIyMDPB4Po0ePFrGW3LBhA3r27ImEhAQIBAIsXLiQaavFxcWIiIiAuro6VqxYgdraWkY/QkNDA5KSkpCVlUWHDh0wbtw4mJmZMW5MPj4+2L59u0gd79y5g8GDB4PD4SA8PBzHjx//6QTo06dPuHz5MrZt24bk5GSYmJhAQkICEhISkJGRYaynxcXFGVcWAwMDdO7cGRwOB926dcPBgweRmpqK/v37Izo6Gmw2G8nJycjOzmb0KwQCAaSkpJjJvoSEBAwNDREUFIQRI0Zg1apVOH78OF6/fi1SZ6FQiMmTJ8PCwqJV/ZCvX79CXl4elZWVWLduHSwtLcHlcjF79mzs2bMHiYmJ0NXVZSLpmmyUZWVlYWBggI4dO8LS0hLm5uZYtGgRdu7cibNnz+LOnTuQlZUV6e9qa2tx+PBhDBo0CDwej3HuGTx4MPOu2LNnD9zc3Bhb8Zbsef+KhoYGHD16FJaWlkyZRISpU6ciLi4OLBYLly9fRkhIiIgNamVlJbZu3Qpra2smUkVBQQEzZsxAaWkprl+/Dl1dXaSnp6OhoQFLliyBiooKLCws0LFjR2hra+PevXvgcrkICgqCmJgYCgsLcfv2bZiYmAD4Hukxe/Zs8Pl8ZGdnQygUoqSkBFwuV4R03rdvH7p37w4AGDt2rIhb119RXV2N0aNHQ11dXUTf55+ioqICioqK/7LygO/3fOfOnfDx8YGqqirCw8PB5XJx9OhRHDt2DFZWVs2esyNHjsDV1RXfvn2DjIxMm8YRLaGwsBCampoYOnQoOBwOhgwZgpKSkh/uU1VVhUmTJoHL5WLs2LGIi4uDiooKxo0bBw0NjRb7xR/h8ePH8Pf3h42NjUg0SmlpKdhs9t/WXPtV1NXVQV9fH5qams36grq6Orx9+xb379/H2bNnkZeXh40bN2LhwoWYPHmyiKhwemHe3yJGrrx/00rN2tGOdrSjnRhpx78xhEIhunbtyoikrlu3rs2DieLiYowaNQo8Hg9du3bF4cOH/xYZUFVXi6V3L/7Sizth9Ag4ODgwQpl8Ph9JSUk4dOgQ3r59i2PHjmHu3Lno3bs39PX1oaSkBG9vb4wZMwY7duzA48ePUV9fj9evX+PChQvYvn07hgwZAmdnZ3A4HGayJC4uDjU1Nbi5uSEiIgJjx47F0qVLsW/fPly5cgVv375lBopNzh5t0aX4FTTpQhQWFkJOTo6xjDUyMsKBAwd+qaxHjx7ByckJQUFBzQZcjY2N+P333+Ho6Ahzc3Ns2rQJHz58QFFREdLT02FpaclMJDU1NdGzZ0+MGjUKHA4HmzZtQmNjI6M/MWrUKLi4uIDD4UAgEEBTUxPBwcHMoHnTpk3g8Xjo06cPVFRUYGRkBFtbWygpKcHX1xfA90EqETHWxm3B27dvcfjwYcyePRvh4eFQU1NjBolNziIDBw4UyRWvqqpi9EdGjx6Nvn37QkVFBVZWVvDz88Pt27fRvXt3ppwRI0Y0mxycO3eu1VXj1nD79m2oq6s3e96EQiHmz58PTU1NnDp1Cra2tkhLS4ONjQ0kJSWZCVpJSQkWL14MNzc38Hg8JCYm4vDhw6irq0NNTQ2UlJSY6INnz57B3t5eJHVIQUEBAQEBWLx4Me7fv4+SkhKMHz8efD4foaGhOHnyJHM+TSu0Wlpa6NOnTzNL6I8fP6JTp06QlZXFxIkTGcHfN2/eMBPrmTNnNotoevbsGbhcLkpKSrB06VLo6+tDQkKCcYrQ09ODuLg4Fi5c2GI01OfPn7F8+XKYm5vDwsICK1asaNU+s6KiAitXrkSHDh2gra2N9PR0PHv2DEKhEO/evUNRURE2bNiAXr16MZolLBYL4uLiYLPZMDMzg7GxMWNL3eSI4ujoCEVFRdjY2GDOnDlYuHAh7O3tGY0SMTEx+Pn5YcKECZg1axYSExPh6ekJgUAARUVFdOjQAVFRUZg2bRp+++03pKSkwNjYuEVB3YKCAnh6egL4TjDY2NggJSWFcW7icrmMlsuOHTuY+/f161c8evQIe/bsgby8PMaPH89EULi6ukJbW5sRv9XT04OGhgakpaWhra2NLl26MNa9p0+fFmnjDQ0N0NfXx/nz55GSkoK4uLiWGzvApOo1payJiYkhNjaW0cACgEmTJiE6OhqampqIi4vDqFGjMHPmTHh6ekJGRgZSUlKwsrKCmpoaBgwYwLSJ1vreI0eOgMfjQUpKChYWFoiJicGAAQPA5XJBRKitrcXGjRsZTYo/19XR0RF+fn54/vw5unfvLiKevXr1agwYMABCoRC6urptssM9deoU9PX1kZCQ8C+J8rh9+zbMzc3/cTmtYe7cuZCTkwObzYa/vz+cnZ2Z9Kw/4899jb6+Ph4+fPjLx3ry5AmUlZWhoKCAYcOGtSom3RI+f/6MlJQUSEtLQ0lJCRs3boRQKISnpyd2797dpjLq6uowe/Zs8Hg8zJ07t8UxkKmpqUiU1T9FfX09Q3AUFRUxBMfs2bMZIXkZGRn4+vrCwcEBenp6UFJSgoSEBPh8PkxNTeHm5oaQkBD07dsXI0aMgJ+fn0jEyLBta/8WMfLwU9s0p9rRjnb8Z6KdGGnHvzV8fHxQUFCAU6dOwc/PD7q6uli1atVP3Qma8PXrV6xZswZ2dnYwMjLCokWLRFaS24IHn963+aV94NEd9OvXD3p6eti4cSPGjh0LDocDa2trWFlZQVlZGVFRUdi1axeTylJeXo6CggLMnDkToaGh0NLSYvQNJk6ciL179+LFixfMoP/9+/fYsWMH+vfvD3V1daipqcHHxwfR0dFISEhAt27dYGdnBy6Xy4g1ysjIoGvXrpg8eTJWr16NgwcP4vbt221aRf0RRowYgYULF6KqqooRIlRWVkZ0dHQzsc22oK6uDmlpaVBTU0NeXh7q6uqwadMmmJubw9HREb///nurBFdlZSWysrKgp6cHHR0dBAYGwsnJibE1VVBQQFJSEjZt2oSbN2/i8ePH8Pb2hri4OKSlpREZGYn169dDTU2NCclubGzEjRs3MHfuXEhJSYGIYGlpCScnJ3A4nF9e9WtCSUkJxowZAyKChoYG2Gw21NTUGEFNPT09xMXFISsrC6dOncLt27cREREBbW1tZGZmws/PD8rKyjA0NERZWRmuXr0KJSUlxsniz6HxQqEQVlZWOH78eJvrN3jwYKSnp4t8V1dXh6SkJNjY2DCrpefPn4ekpCR69+4NJyenFlMWSkpKsGjRIri6uoLH4yEwMBAWFhaMw5CqqioWLVqE33//Hd26dQPwnSjYu3cvevTowUz2rayssGLFCpE2e+LECTg4OMDV1RXnzp0TOe63b98wb948RuOhaeW8oqICEydOZMim1sRdR48ejdGjR4t8d+XKFRGRU319fQQHB4PP52Py5MktpiwJhUIcP34c4eHhzGrz3bt3IRQKcfLkScZyuVevXjh8+PBPV34zMjLQoUMHODk5YeDAgTh+/DhWr16NMWPGwNDQEAKBADIyMuDz+TA2NoaFhQXU1dWZ9qusrAwHBwdGEJTH40FfXx9sNhsDBw7EqVOn0NjYiI8fP+L8+fPYuHEjJk2ahPDwcFhZWTGRJh4eHkhJSUFWVhYOHTqEpKQkTJkyBXfv3sX48eMZ8kVGRgYsFguhoaGorq4Gn89vMfUrOTm52fUuLS3F6tWrmYgiDw8PDB48GHPmzEH37t0hJibGEENKSkpgsVgwMjJCp06dEB0dDR8fH9jZ2WHr1q3Q0dHBihUrmGf27du3yMzMZJx6WCwWwsLCGJ0h4Lu+SUxMDABgwIAB6NOnD6ytrRmr3IiICBgZGcHV1RUpKSlQUVHB3r17AXzvO6ZMmQIdHZ0WJ62NjY1wd3cHj8eDhYUFxMXFERYWhqCgIMjJyQH4bj08f/78ZvvW19cjMzMTfD4fqampsLe3Z94PGRkZmDRpEi5evAgTE5M2E6KVlZUYOHAg9PT0mqWk/CoOHTr00xTYv4usrCxoaWnh7t27qK6uRlZWFiQlJaGmpobJkyc3S20JDQ3F5s2bERwc/NMUvT/j1atXSE1NhaysLIyNjUWEv3+Guro6LFu2DKqqqujXrx9evHiB48ePw8bGBl5eXpg9eza8vb1/Ws65c+dgZWWFwMDAZhpVf0ZSUhIWL17c7Ps/O9oUFRUhPz8fGzduxKJFi5CWloaUlBRERESgS5cujNvVnwkOExMThuDo1asXVFRU4ODggCVLlsDZ2RnJycm4fPkynjx5gk+fPrX4bn7+/DlCQkIgLS0tQoz4pyT+MimSdecCvtX/vXduO9rRjv8MtBMj7fi3hqampshA59y5cwgKCoKWlhaWLl3aasj9XyEUClFUVMSEmA8cOLBNK2lNOHH/NmadO9r6S/vmOSTPzWBIgfT0dGhpaSEpKQmvXr3C0qVLYWBgAAcHBwwYMABdunSBoqIiQkJCsHbt2mYkQmlpKfbv38/YiaqqqkIgECAoKAhTpkzBH3/8gTdv3kAoFOLevXvIyspCUFAQFBUV4eLigilTpqCgoAAhISGwt7fHrl27sH79ekyfPh2JiYnw9/eHubk5I0JqYWGBwMBADBw4EDNmzMCGDRtQWFiIR48e/fAaz5w5Ez169IC2tjaMjY0xYcIEVFVVYfTo0VBRUcG6dev+lrhfYWEhs8Ls5eWFo0ePtrmcxsZGFBQUoGvXruDxeIxGw5YtWzBnzhxERkYylr4yMjLo2bMn1NXV4ejoyNiahoWFYevWrcwkfO/evXB1dUV+fj6UlZXBYrEY+9bu3btj2bJlePDgwQ/rKBQKcezYMfTs2RMcDgexsbHQ0dFBTU0NtLW1ce7cOZSWlmLhwoWwsrKCgoICLCwsYGFhATk5ORgZGcHX1xeampowMzNjBBRZLBb27dsHAIiKigIRQUxMDLNmzWIGqkuWLEFUVFSbrl9lZSXYbLaIa8WnT5/QpUsXBAUFMVEP9+/fh7a2NsaOHQuBQICIiAhkZmb+sOwXL17A3d2dEZhscnGor6/HyZMn4enpifr6euzatQtubm7Q09PDwoULcfHiRSxatAgBAQFQUFBAhw4dYGpqCg0NDfz2228i172+vh7r1q2DlpYWwsLCcP/+fcalaP78+RAIBEhISBCJzGnpGnC53GapeOnp6TAwMMDEiRMhJycHHo8HcXFxGBsbw9fXF8rKykhKSmp1Zfrly5cYMWIEFBQUwGKxoK2tjfnz5/8Sifj161cIBAIYGxs3m4gMHToUS5YsQUNDA54+fYqCggIsW7YMw4YNQ1BQEGOpLCYmxqShNTnnEBGTNiQvL49OnTph0aJFuH79ukikS0NDAyZPngxVVVVMmTIFgwcPRseOHSEhISGSJtNE9g0YMADFxcVwdnZG3759ISkp2Yz8uX//Pvh8Pj58+ICHDx9i7ty5cHNzY8SWe/TowbiKfPz4EdHR0ZCXl0dwcLDIva+qqsKDBw9w7NgxbN68GVOnToWMjAwCAgIY8qEp1aXpOVFXV0d0dDRycnIQHh6Ozp07o6KiAlVVVejRowc8PT1hbm4OWVlZODo6Yt26dXBwcACLxYK6ujqysrLg4eEBHx8f5pmpqqpCaGgoPDw8WtX3mTt3Ljw8PFBeXg4+nw+BQAAxMTG4u7vDyMgIwHeB3x8Rmrdv34ajoyNkZWWZ1J7U1FRkZWVh9OjRSEtLa2uzYrB//35oaGhg5MiRbX6//hVr1qxBfHz839q3NQiFQkyZMgXGxsYiY4IJEyZg5MiRuHv3LoYNGwYej4fg4GD88ccfqK+vx5o1axAREYHRo0czNrs/QklJCZMK17dvX/B4vB/aT/+1jnv27IGxsTG6dOmC69evi/ze0NCA7OxsRguoNe2biooKpKSkQF1dHb/99hvq6urw7t07PHjwgCE4Nm3axBAcfn5+0NTUZAiOpkjUPxMcrq6uCAkJQVxcHIYPH44ZM2Zg+fLl2L59Ow4fPswQHBUVFc36lQcPHkBfXx/Tpk1jnrcm0du/tpGSkhLMnz8f7u7ukJeXZ54zHR0dqKioMMSIkooAc6+d/iVi5PDLH6fltqMd7WhHOzHSjn9bVFVVgcVitbgKcenSJXTv3h3q6uqthrK3hrKyMmRkZEBLSwseHh6Mm0ZrOHDgABQUFCCnrATvftGYd7oAWXcuYPGdC1j/8DpOlT7Hp9rvegVv377FypUr4eXlBTabDRMTEwgEAuTn56OhoQH79u1Dx44doaOjg4yMDKxZswa9evWCkpISvLy8sHjx4hadYoRCIV6+fIl9+/Zh8uTJCAgIAI/Hg4aGBrp3744ZM2bg4MGDePnyJY4dO4ZBgwYxQoTdu3fHypUrW9T6EAqFqKiowM2bN7F//36sWrUKkyZNQlxcHDp16gQDAwNm9dne3h7du3fH0KFDMXfuXMybNw/a2tpQUlJCYWEhCgoK4O7uzpR97do1ODk5wcvLq5mzSWv4/Pkz5syZAzU1NQQFBSEwMBAmJia4fPlym/b/M16+fAkTExPY2toy+gpHjhxhBq9qamrYt28fVq9ejfj4eGZFS1NTE/b29jAxMQGLxYK3tzcMDQ2xdu1aAN8FDYkIAwcORFlZGbZv3474+HhoaWlBW1sbiYmJ2LFjBxO18fnzZyxbtgzm5uawtLTEypUrUVlZiePHjzN2m6tXr4afn59I/Z8+fYrMzExYWVlBU1MT/fv3x4wZMzB8+HDGNrfJ8pOI4ODggKKiIkZctika5cCBAygvL4eysnKbrG9XrlyJoKAgJgLj2bNnsLS0xJAhQ5h0oytXrkBNTY2x1z148CDYbHaLYq1/hlAohKamJnx9fWFvb4+0tDQ4OztDIBCgW7du4HA40NHRQceOHbF3795mE+h3794hKSkJSkpK6NixI0xNTSEQCBATE4PNmzdj06ZNjG5DU/3r6+thYWEBPp+PsLCwNjllLF26tJmLxZMnT8DhcKCkpISlS5ciMDAQQqEQhw8fho2NDRMZYWtrCzabjR49eqCoqAjA9xXk3NxcdOvWDWw2GwkJCZg+fTpDEmVkZLRJILe2thZBQUGIiIiAnZ0dFixYIPL7wIEDm4n5tlTG2bNn0aNHD4bIsLKygoaGBiQkJCApKcloHDX9X1JSEgKBAJ6enujfvz9mzpyJvn37QllZGS4uLkz0iby8PHr16oVZs2Zh2rRpCA4OhqSkJOTl5cHn86GsrAxxcXFkZGQgNzcX9+/fR3V1NTp16gQfHx+Ym5tDXV0dKSkpKCgoYPrlLVu2ICIiAocPH2aceTp16vTDfrsJI0eORJ8+fRASEsI8F0ZGRhg3bhy2bNmCZcuWYcKECejcuTOkpKTA4/FESJ6mvsjS0hJRUVHo168f5OTkICkpieDgYAgEAsyZM4dpq0+fPoW1tTUSExNbjWy8dOkSBAIBnj9/jkOHDjEr83JycpCQkICVlRUaGhqgoKDApH61hvr6egQEBEBGRgY5OTmIiIjAtm3boK2tjdu3b//0+rSE8vJy9OnTB+bm5n+r7506dSqmTJnyt47dEhobGzF48GDY29uLRBt9+/YNAoEAxcXFzHdfv37Fhg0b4OrqCi0tLYwaNQrKysrIzs5Gv379Wj3G8+fPkZycDC6Xi3HjxuHNmzdwcnISSVP6EYqKiuDu7g4bG5tWbYqbIjguXrwICwsLSEtLIyoqCvPnz2ciONzd3Zl3rq6uLpSVlSEhIQEej8cQHMHBwQzBMX36dMycORMKCgo4ePAgLl261CrB8XdQVFQEVVVVrFu3rtlvPXr0wIwZM7Bs2TJ4e3tDUVER4uLijCaTu7s705c0uXj9OWqk88B+bSZFVt67jMq6nz/v7WhHO/6z0U6MtOPfFlevXoW1tfUPt7l+/TrCw8OhqqqKuXPntprD3xLq6+uxd+9e+Pr6tuokUV9fzzhEMKJhf0kxaA0vX77EokWLGJcGU1NT7N+/H42Njbh8+TKio6PB4XAwYsQI3Lt3D/n5+UhISGBIiBkzZuD27dutRiEIhUI8e/YMu3fvxvjx45kVa1VVVcjIyCAkJAS7du3C6tWr0bdvX6ipqcHAwACDBg3Cvn372pxG09jYiLKyMly+fBm///47Zs+eDQcHB0hLS0NFRQWysrKQkpKCpqYmJCQk0L17d4waNQqLFy/G7t27MWbMGHC5XKSlpbXqFvTu3TtMnjwZPB4PMTExIgP6HTt2QCAQYNasWW0WmLt+/Tq0tLQwf/58CIVCfPr0Cebm5kzagIKCAjNpBb6HTTf9NmLECOzatQuTJk1iInuaUie0tLTg5OQEaWlpdOjQQcSxRigU4v79+1i6dCm6du3K6MvIyMigU6dODCnThC1btjD6AU2Cdq2tIN6+fRuTJk2Cvr4+TE1NMW3aNFy9ehWDBw+GgoICTExMRCIB3NzcmNU6WVlZODs7w9/fH4sWLfpeoLAeqL0NfD0AfPkd+HYEqH8OYWMjrK2t4e3tDUlJSaxfv55ZFW+q+4kTJ1p0jpkzZw7ExcV/GP2wZ88eSElJYdCgQcx1e/ToEeLi4pjJdZNoaGFhIUPEVFdXY+7cueDz+Rg2bJhIqtDz588ZlwhxcXEYGhpi4sSJOHnyJHbu3AkzMzPIy8sztsg/Q2NjIwwNDXHmzBmR73v06IGgoCBER0fDzc2t2flfu3YNXbt2hby8PLhcLrhcLpSUlKCqqgoOhwN3d3esW7eumRvUjRs3GLvhqKgonD17tsVnvr6+HuHh4QgLC0N9fT1evHgBdXV1HDp0iNmmb9++2LBhQ5vOEwCcnZ2ZCCRdXV1kZGTg1KlTmD17NpydnZkUtKb+T1ZWlnHKaXK7aSIQmqykp02bhq1bt+LChQv48OEDkpKSMHLkSLx+/Rpr1qxhyrC3t2fSv5rclaKiorBq1SqcPHkSpaWlzHUoKioCl8uFtrY2hgwZAnNz858SBsXFxUhKSmKeX3V1dUyePBmOjo7Mc/DmzRts2rQJvXr1gri4OCOwmZeXh5cvX0JJSQm7du3Cxo0boaurCzk5OaioqMDExISpt6KiIhwdHREaGorQ0FAoKCggNjYWR48exf3795u9kyorK2FkZIRdu3ahvr4elpaW2LlzJ1RUVDBnzhyIiYlBSUkJUVFRMDQ0bNN9fPfuHRQUFGBnZwcOh4Pp06fD3Nz8H1vx/vbbbxAIBJg6deovpQ0mJiZi9erV/+jYTWiyAO/UqVMz/ZMNGzYgKCio1X1v3LiBlJQUSEhIwMbGBiYmJs3eIU+fPsXAgQPB5XIxceJEpm9ZsmQJvLy8WiQX6uvr8f79ezx48AA7duyAu7s7uFwuoqKiMHnyZAwePBiRkZHw9/eHo6Mj9PX1RQgOY2NjODg4QEJCAurq6gyRamFhAU1NTSxYsACXLl3C48eP20xwGBoaMlbl/yr8/vvvEAgEIn1MSUkJcnJy0KVLF8Z+WkpKCjY2NpgwYQJycnIQGxsLeXl5SElJITAwEBoaGujcuTMKCgqwZMkS5tkRFxfH4KXz20SKlH77Zy567WhHO/4z0E6MtOPfFtu3b0evXr3atO3t27cRGRkJgUCAmTNn/rJ2xt27dzFkyJAWnSTKy8sRGBjIvMhHjRr1y+dy69YtuLq6QlJSElwuFyNHjsTFixfx4sULjBs3DjweD+Hh4SgqKkJdXR1OnjyJ4cOHM9aOY8aMQVFR0U8HSNnZ2eByuZgwYQJGjRoFLy8vKCgowNDQEBERERg1ahRSUlLg6+vLrOJMnz4d58+f/ynp0NjYyGhwDBgwAO/evcOZM2fg7u7OTNS8vLyQkpKCefPmITU1FT169ICDgwOTciApKQlra2vExsZi4sSJmDlzJrp16wYlJSXEx8e36mBTUlICb29vxh3mRzh06BBj4fhnfPz4Ebq6umCxWPDw8GDuQ3FxMfz9/TF9+nSUlpbC1NRUxMUlIiICGRkZyM/PR9++fZnIkibXCh6Ph+nTp6OwsBClpaXYvXs3vL29oaamhn79+mH48OFwcXFhBEUXLFiAmzdvYs6cOSKaChs2bICXl9dP03HOnz+PYcOGQU1NDQ4ODpg8eTJjc9t0T5WVlREcHCwi8CopKQlpaSkc/H0C6t6NBz4Mb/apejUV0X2cGR0NMTExkRXTvLw8CASCVsP7m/QrWlop37lzJ+Tk5Bgnm8LCQqbekydPxsOHDyEnJ4enT59i3rx5TGqTn58f1NTU0KNHj2YpKnfv3mVSuZpsuk+fPo2YmBhGm8Td3R1KSkrNNEhaQ15eHhwdHUXuw6FDh2BgYAB9fX1s3rwZmpqarTpc3LhxA15eXiLRF3JyclBTU8OSJUtaJQcrKiqwePFiGBsbw9bWFjk5OUwkXGNjI+Li4hAQECBybc+cOQOBQIAHDx4A+N5W/+qS8yNkZWXB2dkZ0dHRuHLlCvr16wc2m43ExETcuHEDX79+xdatW+Hq6goZGRlGX6SpPfH5fMYhisvlwsXFBZ6ennBxcYGpqSkUFRXBZrMhISGBoKAgeHl5QVFREdLS0pCRkcHYsWNha2uLzMxM7Nu3D3PmzEF8fDyjvaGkpAQzMzMoKChATEwMQ4YMgUAgaDXq5+PHj5g5cyZ0dHQgISEBJSUlJCYmokuXLliyZAm+ffuGTZs2gcViwdjYGBwOBz179oSDgwMSEhJEyiopKYGqqiqePn2K0NBQyMnJIS0tDefPn4ehoSEkJSVx8OBBcDgc5OTkYODAgVBQUECfPn0QExMDb29vRhBXUVERZmZm6Ny5MwwMDGBra4vly5cjJSUF9vb2mDVrFrp27YrGxkaIiYmBz+dDVVUVampqbX6XRUdHY8GCBVBRUWE0pf4pMQIAr1+/RmBgIDp06NCmaCsACAgI+GXx7Zbw5csXBAYGonv37s2eG6FQCAcHBxw8ePCn5YwbNw6+vr6MMPGsWbNw/vx59O/fH1wuFykpKTh06BD279+PzZs3Iz09HSwWC9HR0YiKimIIDgMDA4bgaEqllJSUhKmpKSIjIzFs2DBMnz4dy5Ytw7Zt23Do0CGG4Pj48WOz93evXr2wZMkSJCYmMil5v5Li+2ckJCRg+fLlf2vflrBs2TJoaGhg//792LBhA4KDg8HhcJg+wMTEBMOGDYObmxvGjRuHUaNGMSmpAwcOBIvFgpKSEiIiInDlyhUA3xcD+Hw+unTpAjExMcjJyX0Xx+4dhuzr55oRIkvvXMTR10/wpT1SpB3taEcb0U6MtOPfFlOnTmXyytuKJj0BHo+H9PT0X3INAb6v5q1YsULESeLjx49QVVWFqakpsrOzf0nE8q84deoUdHR0YGVlBUNDQ+jr62PChAk4d+4clixZAkNDQzg7O2PHjh2or6+HUCjE1atXMWXKFMbxIDk5GYcPHxYJI6+vr8fQoUNhamrabPLY0NCAu3fvYtOmTUhNTWVCtk1NTdG5c2f4+PjAwMAAbDYbvXr1Qk5OTjPy4dKlS3BxcYGzszMuXbrEfP/gwQMYGxszf69fvx69e/du8dyrq6uRk5MDFRUV2NnZwdraGjIyMtDX14eJiQmUlJQgLy8PMzMzdOnSBQkJCZg2bRrWrVuHI0eO4M6dO8jIyIBAIMDWrVtbPEZOTg7U1NREokGaUFJSAjU1NSgpKaGoqAjPnz/HuHHjGKeMgwcPorGxEa9evYKhoSGT1sTlckVWKmVkZJCdnc2IhUpJSUFcXJxZmZaWloaDgwMmTJiA3bt3o7i4mBGz3Lt3LwYNGgRDQ0PIycnBwcEBmzZtwps3b1BfXw8TExMcPXr0By1I9L4ePXoUCQkJ4HA4sLW1hZqaGqSkpBAXF4fAwEBoamoyq/qSkuLYuT6kRULkz5+G98MwsK81Q4zo6enh69ev2LJlC1RVVUXu/18RExMDBwcHREdHM5Oy+vp6jBo1Cnp6ejA3N8eYMWNgbW0NCwsL5OTkMDnqQqEQkpKSTLs+e/YsbG1toampCRMTE6ioqCAlJQXHjx/H8+fPkZiYCIFAgAULFjCTpqtXr8Lf3x8GBgbYvn07SktLsWXLFoiJiUFFRQWmpqYYPnw4Dh061Kp+gq+vr0j7qq2thYmJCdLT09GhQwcMGjQI06ZNE9lHKBTi0qVLSE5OBofDQXBwMHJycjB8+HBwOBzGvaFJw6Nfv36tRtY0aeR0794dPB4Pw4cPR2RkJLy8vPD169dm269ZswYmJiaoqKhAWFgY9uzZ0+r9+SvevHkDJSUlKCsrMyTM27dvMXPmTKirq8PAwIAJ59fU1ISMjAwUFRWhr6+P3r17w9XVlRFGlZeXx/Tp05GWloY+ffrAzs4O8vLykJeXZ8hEBQUFyMvLw9TUlCFUZGRk0KtXL0ycOBHr1q3D6dOn8ebNG1RXVyM1NRU8Hg+pqalQVFSElJQU9PT0ICsrCx0dHfj5+WHQoEGIjY2FoaEhI/YaHByM06dPo7GxEbdv30ZqaipYLBYUFBTg7u6O0NBQGBoaoqqqCuvXr4e1tXWziffu3bthYGAALpfL2ITHx8dDRUUFe/bsgZWVFW7cuIHc3FxGA+jPKR1/bhsVFRW4c+cOxo8fz0QnJiYmQkZGBqampgyJpqqqCiJCUFAQWCwW5OTkoKGhge3bt+Phw4c/TBk9c+YMk1rG5/NhYWGBgICAn9rKtgVCoRDZ2dng8XhYtGjRTwl6S0vLfxy98OHDB7i5uaFfv34tkpDnzp2DoaEhGhsb0dDQgPfv3+Phw4c4f/48Q3BkZWUhPT0dfn5+TETan6M/m9qkkZERXFxcEBQUhNjYWOjp6cHHx0eE4Lh48SIeP36MV69eMbbgw4YN+1si401YtWoVZGRk0LlzZ9y9exeLFi1iouJ+VSR+06ZNrb57fwXPnz9HcHAw815sSqXT0dFBYmIiCgoK8O3bN7x48QKzZ8+GgYEBJCQkMH78eBw8eBDh4eEQExND165dGYewz58/IzY2FmZmZjhx4gTs7OwYK+2pU6cykZPl1d/Qa+ggOId1g42vF1atyfnH59OOdrTjPwvtxEg7/m0RFRWFzZs3/619i4uLkZCQ0Cw8tq34s5OEvLw8ZGRkmk2G/i6+fv2KUaNGQU1NDXPnzsW4ceOgq6sLMzMzpKenY/ny5YwOyYIFC0RWDB89eoR58+bBzc0NHA4H0dHRWL9+Pby9vREYGPjT8PIm1NfX4+bNm1i3bh1SUlIYAT8tLS0YGBhAQUEB2tra6NevH7p06QIVFRWsX7++2YC4vLwcbDab+busrAxsNrvV3P+rV68yq69ycnLIysoSKfPz58+4c+cODh06hJycHKSlpaFfv37w9fWFsbExZGVloaSkBBkZGWhoaCAhIQGZmZnYtGkTYmJioKurizt37jQ77sePH2FpaYn58+fj4MGDUFdXx4sXL/Do0SPGrtXW1hampqZYtmwZ7t69Cz09PXTu3FkkquPEiRMQExNjSKszZ86gT58+kJaWZlaoTU1NERERgUGDBqFbt27Q0dGBoqIi46iRk5ODS5cuwd/fHwMGDGDcSqysrBAUFARTU9Nm6RY/Q01NDXJzc9G7d2/IyMhATEwMmpqaEAgEzARgVpr7T0kRhhx5lwpvTx3Iy8sjKCgI8+bNY5wgfoRVq1YhNjYWrq6uSEtLQ1lZGTp16gRvb28MGjQIYmJiCAwMREFBQYur2Xw+HxcuXEB4eDi0tbWxZcsWpn08fvwY6enpUFVVhZiYGOzt7RntnuLiYkREREBdXR0rVqwQaX8fPnwAm81GY2Mjrl69ilmzZjGRVE3pRU0uMTdv3oSGhobI/nPnzkVISAgCAwOxatUqcDgcJuWuvLwcS5YsgbW1NfT19ZGRkSEiWtu0zbRp0yAQCNC1a1f079+fSUXp0KFDq3oEwPcwf2dnZ0hKSsLX1xd//PFHi5FdqampCAwMRFBQEPLz8394j/4KHx8f2NvbY/v27fj69Su2bduGgIAAJspFQkICsrKyiIqKwsuXL9HY2Ijjx48jLi4OysrK8PT0hKysLDQ0NBhnFXNzcygqKkJJSQndu3fHxIkTwWaz4eTkBD09PVhaWjKW4+Li4rC3t0eXLl3g7e3NaLQ0pZQEBwdj0KBBkJSURK9evVBSUoLa2lrs2LGDSUcQExNjolNkZGSgra0NXV1dKCgoQCAQoGfPnjAwMMCWLVsAfO/fw8PDkZiYCD6fLzKJb9IgYrPZMDU1xYsXL/DixQsoKirC3t6eIRq6du2KzZs3w9vbm9EP+lEq55MnT8Dn8xlBzsmTJyMuLg579uyBi4sLampqMGHCBMjLy2PXrl3Q19eHjo4OY3esqakJWVlZKCsrw8LCAl26dEH//v0xefJkrFy5Erm5udDX14eYmBjMzc1RV1eHjIwM8Pl8rF279l8SPfL48WN4eHigU6dOzYSJ/wxlZeVfntgD38ne8vJynD59GgYGBggNDcWmTZsYgmPo0KGIiopCQEAAuFwueDweE5HE5XJFCI6YmBgMGzYM06ZNg7W1tQgZwmKxcPPmTSxfvhw2NjYwMjLCvHnz8O7dO+zcuRMWFhbN3mENDQ1Yt24dNDU10bt37xZJsLaisrISw4YNg6qqKjQ1NVFYWMj89u7dOyQnJ0NFRQUrVqxoNTLtr3j27BlUVFR++T6XlJRgy5Yt6N27N/h8PpOSyefzERERgd27dzMLTBUVFVi7di28vb3B5XKRlJSEM2fOwNnZGfb29uBwOFBQUBDRI7lw4QIMDAyQlJSEZ8+ewdraGuPHj4dQKMSLFy/A4/EYIex79+4xhGlTmtrfaUftaEc7/nPRToy0498WDg4OuHjx4j8q49mzZ8wq7pgxY9okcPhnCIVCmJubQ0pKCioqKvD19cXevXvbPFj5Ec6fPw9zc3OEhYXhzZs3OH/+PIYPHw51dXXY2dlh6NCh6NGjBzgcDoYPH97Mru/NmzdIT0+HnJwcpKSkEBISgnXr1v0yCdSEmpoaXLlyBdnZ2UhISGAU5JtWjIyNjTF48GCcO3eOmaw2NjZCUlJSJP/cxcVFZKAnFApx6tQpBAQEQFNTE4sXL8aXL19w48YNJvS+rSHaQqEQ7969w9mzZxEUFAQOh4M+ffow5IOWlhakpKSgpqYGJycnhIeHY+jQoTAwMEBwcDDOnTuHV69eYe7cubCzs4OTkxOWLl3KlH369Gn07t2byRcXExPDnDlzmOOHh4czdp5NOetZWVmoqKjA0aNHGdvW4cOHQ1tbGyYmJpg4cSKOHTuGY8eOYfHixejXrx9sbW0hJiYGXV1dREVFYfbs2ViyZAnGjRsHOTk5sFgs+Pj4IDMzE5cvX/4lEb3KykosXrxYxB5RXU0edWVD20yM4MNwFF8dDA8PDyaFwt/fHzNmzEB+fj5ev37d4gD81q1bMDIywtu3b6GhoQElJSXY2NhAWVkZnTp1QnBwcKv1biIw2Gw2MjMzRSI6/my9O2DAAJw5cwazZ8+GlZUVWCwWZGVlkZiY2EyDAPgeRWZiYtLs+0+fPuH3339HcnIydHV1mfsVFRXFEIxN2jNHjhyBQCDA8uXLERoaiiNHjiAiIoJxoTp27NhP71FVVRUWLVrEuEcsXLiQsZNuEnz86+rz1KlTYWNjg9evX2PTpk1wdnaGrq4u5syZI/Kc19XVwdfXFzo6Ojhy5MgP6/FXrFq1CqamptDS0oKSkhKMjY2hpqYGY2NjzJ49G69evcK1a9cQHx8PNpuN+Ph4xn7206dPjN2wvLw85OTkmDYnJiaGyZMn427Jcxx7/QxZF04g7fDvmHvyIE6VPseydWvh4eGBOXPmQEFBAV27dkVQUBB4PB6ICDweD87OzvD19YWioiI4HA4EAgHjoENEkJeXR8eOHTFkyBBERkbCysoKSkpK6NSpE+Lj45GamoqIiAjY29tDRkYGUlJS8PLywoABAzBlyhRISkoiKiqK6b/u3r2Lzp07w9LSEp06dcLWrVuxc+dOCAQCqKmpMSkBABAZGQkej4cJEyagvr4eAwYMQLdu3Vokrurq6uDs7IysrCwA3yejXC4XL168gIuLCxPl06NHD1hbW6OxsRGKioooLy/H3LlzGQJg27Zt+PDhA27duoWDBw9izZo1mDZtGgYOHIjg4GCoq6szekg6Ojpwc3NDly5dIBAIYGJigqVLl+LkyZMoLi7+244zDQ0NzLPYEuFSWVkJFouF9+/f49GjRzh//jwOHDiALVu2YMmSJQzBER0djYCAADg5OcHQ0JAhONhsNiQlJaGlpcUQHKmpqZg2bRqWLl2KrVu3YuvWrVBQUMDVq1fx4cOHHz57d+/eRWho6H+5oShKY9zYoYDw+z5N6Yn9+/eHkpISZGVlsXz5cua8hEIhDh48CCsrK3h4eOD8+fN/67o1Yd++fdDS0kJCQgLKy8uxYsUK9OzZs9l2N27cgLe3N6ysrETepz+Cjo4O7t+//8NtmoiQ6OhoJu2qKd2Lx+PBwcEBjx49Yravra3FH3/8gd69e0NJSQk9e/bE77//jm/fvmH//v3w8vKCuro6lJWVoaWlhfXr1wP43k4yMzOZCKuysjJYWloiLS2NubaRkZGYOnUqc6wZM2YwEY5Neiyt6W61ox3taEdLaCdG2vFvCaFQ2CZF/raipKQEQ4cOZcROX79+3ab9Tpw4AT6fj8TERNTW1mL79u3w8PD4JSeJH6G6uhqTJk2CiooKNm/eDKFQiIaGBpw4cQLJycmMEKuvry+jf9Ikzrh//34IBAJs2LABFRUV2LZtG+Nw06lTJ2RlZf1Uj6MlnDx5EtbW1vDx8cHly5dx/vx5LFiwAJ07d2ZWuiUlJWFkZIT4+HgoKyuLrJJnZGRgxIgRTB09PDxgZGSEtWvXNtOeaGhowIoVKxhC4VcH69u3b4e0tDTMzMyYyJqGhga8evUK58+fx2+//QZra2sYGxsjLCwMTk5OUFVVhbS0NKSkpCAlJYXIyEiMGzcOy5cvxx9//IFr167h5s2b8PPzY7QQRowYgQcPHkBWVhaysrLo3r07jhw50mxAfufOHejp6SE9PR2NjY24dOkSxo8fDyMjI+jp6WHUqFGMVoyuri7y8/OxceNGjBgxAt7e3mCz2eBwOFBUVER4eDgCAwOZcP4+ffpgzZo1bb6n27dvZwaZk0Y5/RIp0vSZN3s4rK2tcfbsWezYsQPjxo1Dly5dwOfzoaKigoCAAEycOBG7du1CcXEx6uvroaioyNiyiomJITExER8+fEC3bt2wbdu2ZvWsra3F4sWLIRAIIBAIRLQJGhoasH79emhrayM0NJRxN6qoqMDEiRPB5XKRmJiItLQ02NnZQU1NDUOHDsWpU6eYCeqpU6fg6en5w2vVZOfNYrGYibiHhwdsbGwQHx+PYcOGYfDgwVBTU4Oqqirs7OywbNmyX07VA74TkGvXroWxsTFcXFywZcsWDBgwACwWC5KSknBzc8OePXuQmZkJU1PTZn3M5cuX0b9/f7DZbPTt25chj8vLyyErK4tJkya1qR63b4bHdE0AAQAASURBVN/GuHHjGB0acXFxKCsrIzk5GefPn2+R+Hr37h0yMzOhqakJKysrBAYGgsViQVVVFQMGDACXy/0v0oKtjNS1y38oqrj9xgXUNTbi2rVrUFFRgZ6eHvz8/PDkyRM8evQIeXl5MDY2Bp/PZyx2m1aSm+w/JSUlmVQfPp8PaWlpmJqaIiQkBMOHD8eyZctw6NAh3Lt3D2pqali5ciVWrlwJFxcXKCoqQkJCAlJSUuBwOJCWloavry+ys7OhqamJwMBAGBkZ4dKlSzAxMWG0XPbt2wd5eXkEBgYy16a2thadOnXC2LFjm123iRMnilgLx8XFYfLkyTh9+jSMjIyYtmpsbIzo6GjGHrUJ+/fvB4fDAY/HE7FM/SuKiopARDh69CiePn2KM2fOYMeOHZg3bx7c3d0hLS0NY2Nj6OvrQ1pamolUCwgIQEJCAqZMmYLs7Gzk5+fj2rVrKC0tZQiOCxcuiBAcgwYNAp/Ph4aGBnx8fBiCo0lQl8PhwMjICM7OzggMDGQIjqlTp2LJkiXYunUrDh48iAsXLqC4uBgfPnzA1atXoaGh8VPh1unTpyM5Ofmn7btPnz5QUVHBymUZOJY/DC9vJ/5X//ZxPFC1Gah/xuzTs2dP6OnpwcLCAmZmZoxOl4mJCfbt2/ePom5evnyJ0NBQmJqa4uTJk8z3lZWV4HA4zSLNgO/90t69e6Gvr4/Q0NBWNbiaEBcX18yVqqSkBJs3b0ZcXBzU1NSYqKMmx7WsrCwcPXoUlpaWGDZsGBoaGiAUCnHu3DmkpKSAz+ejY8eOWL16NT58+IDa2lps3LgRlpaWsLOzw/bt2/Hq1SvIyckxKTGvXr2Cj48PvLy8UFJSgtevX8PMzAzTp09n6nXmzBloa2uLpAfW1NSgtLQUY8eOxcyZM//WdW5HO9rxn412YqQd/5Z49eoVVFRU/uXlvn79GiNHjgSHw8GQIUN+mn8dFBQEPp/fTFfh+vXrjJNEdHQ0ioqK/tGg6cqVK7CxsUFISIjIAKmurg6HDx9mJkJGRkYQCATQ0NAAh8PB6dOnm5X17ds35OXlIT4+Hnw+Hw4ODj91uAG+D9wiIyOhra2NnTt3trptVVUV9uzZg8jISOjo6DCrw+rq6ujevTvS0tLA5XJhY2MDW1tb7Nix46fCrq9fv0afPn1gaGjY5hXvx48fw8TEBIMHD0ZwcDAcHBxEVsuEQiGGDh0KHx+fZoTMhQsXmIF7eHg4Zs2ahUGDBiEkJAQ2NjbgcDgQExODtra2iIApEWHWrFm4e/duq2HzZWVlcHFxQXR0NKNb0JSmkZ6eDktLS6irq0NcXByHDh0SiT5qchrS19dHZGQkwsLCoK+vDzk5ORgYGMDIyAgKCgrQ0tJCUlIScnNzW4ySAMDkq3O5XJzM6/23iJElc8NaJCeFQiFKSkrwxx9/YOrUqejevTu0tLSY1XxxcXFERUUhJycHfD4fly9fbhYW3ZSyYGhoiODgYNy9exf+/v44ePAghEIh8vLyYGlpCU9PT0Yz5tu3b5g/fz4EAgESEhKYEOwmPHr0CLNmzYKtrS3U1dWRmpqK6dOnIywsrMVr9GdMnz4dAwcOZI6zYMECyMvLM6vwTfoghw8f/mlZbUFDQwN27doFe3t7WFhYYN26dVi+fDk0NTUhLS0NMTExxMbG4uLFiy0+i+/fv8fcuXOhp6cHR0dHbNiwAZaWllBWVsaFCxdaPGZpaSkWLlwIW1tbCAQC2NraQllZGXw+H0ZGRkz0VEv48uUL9uzZg9jYWCZtQVdXF2JiYhgzZgxOnjzJPCNySooYuXNjm2w4dz29i6ylSxlCcNCgQaivr8f69esZokVOTg62traQl5eHtrY2VFVV0blzZ8TExCA2NhadOnWCuro6WCwWLC0t0blzZ4SFhaF3797o1q0bPD09GUFWBQUFuLi4QE5ODtOmTYOdnR2kpaXRo0cPrF+/HpmZmfD392f0gposieXk5DB69GhERkZCVVUVGRkZCA0NFblG5eXlMDQ0ZFbNAeDYsWPQ0NBgbGabrK4rKyvRrVs3rFy5ktlWXl4e2dnZ2LZtWzO76Hv37kFfXx9qamqIjIxsUcR38eLFkJSUREZGRrO29uHDB+Tl5cHExAQdOnTAkiVLMGvWLCQnJ6Nr165wdnaGoaEhBAIBWCwWI7Lb1PYVFBSgpqYGU1NTeHh4IDw8HEOGDEHnzp2hrKyMzMxMPHr0CHv27PmpbXdLOHPmDFRUVJqJZv8VdXV10NDQaFXD5ObNm4xT3bx581D96TjwYfSP+7ovO3HieCGjF7Vz5074+/szRHhMTMzffsc3NDRgyZIl4PP5mDZtWovC1EOHDkVaWlqrZVRXVyMzMxM8Hg/jx49v9d2zdu1a9OjRA5s3b0b//v2hoaEBOTk58Hg8SEtLw9HRETNmzMC5c+eY986tW7egpaWFBQsW4OHDh0hPT4eBgQFMTU0xc+ZMJlK1srISCxcuhJaWFvz8/BiXtY8fP8LGxgYJCQkwMDDAnj17oKKigoyMDDQ0NODly5cwNjZGZmYmU8/GxkY4ODi0KhQ9f/78vyVy3452tKMdYgBA7WjHvxmOHz9O06ZNo9OnT/+3lP/27VtatGgRrVmzhnr16kUTJ04kfX19kW3u3r1LHTt2JG1tbbpx4waJiYk1K6eiooI2btxIK1euJAUFBRoyZAhFR0eTnJzcL9eprq6OZs+eTcuXL6c5c+ZQQkKCyDFramooPz+fxowZQ69evSJFRUWSlJSk4cOHU2pqKrHZ7GZlNjQ00NmzZ2nfvn2Um5tL0tLSFBYWRmFhYeTi4kLi4uJUW1tLixcvpvnz51NKSgpNnDiR5OXl21zvTp06UY8ePejWrVt04MABKi8vJyIiSUlJsrW1pU6dOpGTkxM5OjqSoaFhi9exCYcOHaLBgweTu7s7LVq0iFRVVVvc7sKFCxQWFkbp6emUkpJCACg7O5umTJlCM2fOpOTkZJo7dy799ttvdPr0aVJWVha5jk5OTjRu3Djy8/MjZ2dnWrp0KYWFhTHbrFu3jqZPn06NjY2kqKhI5ubmlJ+fT0KhkCQkJEhBQYFqa2tJWlqatLW1SVtbm3R0dJj/q6io0JIlS+jz58+Ul5dHfD6/Wf19fX3J3NycXr58ST169KDw8HDy9fUlaWlpys/Pp0mTJtHNmzdJXFycPn/+TLdu3aIbN27Q9evX6cKFC/T48WOSkpKiuro60tDQIE9PT+rTpw8FBweTlJQUcywAVPZwFKmr/PqrYuX6R7RlbwVJSkqSpKQkSUhINPt/bW0tPX78mJ4+fcrcdyUlJVJUVKTy8nKqqqoioVBILBaLvL29SVNTkwBQYWEh1dbWUo8ePcjS0pIkJSVp3bp1pKmpSffv36dv375RdHQ0OTk5kbi4OJ06dYq2b99OpqamNGDAADI0NGy1ThISElRSUkKHDx+mzZs3U2VlJcXFxVHPnj3Jw8ODpKSkSFJSksTFxUlMTIxqa2tJT0+PCgsLydLSkm7evEl+fn5UV1dHqqqqxGKxiMVi0devX+nVq1ekr69PAQEBFBgYSG5ubiQtLf3L1/bP9+fo0aM0e/ZsevbsGXl6etKhQ4dIR0eHnj59StLS0sTlcql///4UGxtL2traIvs3NjbSoUOHaMWKFXT06FHy8vKi+/fv09WrV0lDQ4O+fv1Kubm5tGXLFjp//jwZGRnR+/fvicViUf/+/SkuLo5OnDhBS5cuJTk5OTp16hRT9vv37yk/P59yc3Pp5MmT5ObmRqGhodS9e3fS1NSkGzduUGhoKPn5+dHmzZupoaGBxMXFqe/cGWQV4Nvma3D/wFGSfP6GsrOzSUpKihobGwkASUpKkp6eHpWWlpKnpycVFhbS5cuXydbWtsV+5MuXL/T48WN69OgRFRcXM/8WFxdTTU0N6evr071790hGRoZMTEyopKSE6urqqKamhgCQtrY2SUhI0MuXL0leXp42bNhAfD6famtrqXv37qSurk4fPnwgHo9HJSUlRETk7e1NpqamzEdCQoIiIiJo9+7dZGlpSXZ2drR+/Xry9/cnAOTj40PR0dHUsWNH8vb2pufPnxOLxaKGhgaSkpKikpISWrJkCfF4PJo4caLI+ZWXl1PPnj3p/v37pKKiQmlpaSQUCunjx4/04cMH2rBhA338+JEaGhrI2tqaKioq6MOHD1RZWUlKSkrE5XKJw+HQp0+f6OXLl+Th4UEeHh7E5/OJy+USl8slHo/H/J/NZlNdXR29efOGXr9+LfJ59eoV8/83b96QUCgkJSUl0tDQoLq6OoqJiSFNTU3S0tIiTU1N0tTUJC6X2+J9O3DgAPXv35+2bdtG/v7+P2wru3btopUrV9LJkydFvr9+/TrNmDGDLly4QGPHjqXk5GSSl7hF9G1nm9rgzn1Pqd+QI1RbW0sSEhI0ceJEGjduHNXW1tKmTZv+P/beO6qprd0efhJKKAkkIQkt9Cq9VymKWBFRUUFAwY5YsPcuKtgVRUWx94YFe1fsXY+9YC80Uekk8/vDy/6ZA7Zz73vvGOdjjpGh7L7XXnvtteZ6njlp+fLlxOFwqF+/fhQbG6vwTfkRbty4QX369CFNTU1atmwZ2dra1rvd/fv3qWnTpvTixYuftiVv376lMWPG0NGjR2nGjBnUrVs3evPmDZ06dYpOnjxJBw4coI8fP5JEIqGSkhIyMzOjNm3aULNmzahx48Z1vusnTpygzp07U9u2ben+/fuUl5dHUVFRFBcXR25ubsRisej9+/e0aNEiWrFiBYWGhtKIESPIzc2NiL69b6GhoeTr60vTpk0ja2trqqqqoj179pCfnx+9ePGCmjZtSomJiTR8+HDmvFlZWZSVlUVnz56ttz6sWrWKzp07R6tXr/5lGTegAQ1owPdoIEYa8K/EsmXL6Nq1a5SZmfkfPU9BQQEtWLCAMjIyKDw8nMaOHUtWVlZERJSQkEBXr16lxMRE6t+//0+PI5fL6ejRo7RkyRI6f/48de/enRITE8nS0vKPr+n27dvUo0cPEggElJmZSaampkT0rVPUvn17MjU1pfT0dDpx4gRlZGRQbm4usVgsCgkJodmzZ5ODg0O9xwVAN27coN27d9Pu3bupqKiIXFxc6Pbt2+Ti4kILFy4kCwuLP77e9u3bE4/HoxMnTpCjoyMlJyfTggULqLCwkN68eUMlJSUkFAqptLSUZDIZQ5LU/oyNjRU6R2VlZTR16lTKysqi6dOnU69evYjNZjPrd+3aRX379qU1a9ZQmzZtFK7lwYMHFBMTQ3K5nAoLC+nixYtkYGCgsM3IkSPp2bNntH37dmKxWHTlyhVq3bo1nThxgioqKig9PZ02btxIgYGBlJaWRh4eHkREzABt2bJl9OLFC1q2bBnZ2Ngwz+Tt27f06tUrhV/t4MnW1pasrKwY4qSWyDl9+jRVVFTQ3r17aefOnfTgwQMKCwujDh06UEpKCg0fPpy6dOlSb7lXV1fTw4cP6fLly3Tw4EG6cuUKvX79muRyOYlEInJ2dqYmTZqQkpISRTR9QTYWfz54X7zqOc1bept69uxJfn5+JJPJqKamhmpqaujOnTu0b98++uuvv6hRo0Z07949CgsLI319fcrOzqYhQ4aQTCajr1+/0sKFC+nr169kampKeXl5VFFRQVwul4yMjJhBGYvFomPHjlFVVRW5u7uTkZERyeVyevnyJd27d49UVVXJ0tKSeDwecw211/P9df39/58+fSKZTEZE38hHAEx9qyW6WCwWyWQy4nA4VF1dTXK5nFgsFkkkEiosLCSRSEQfPnwgKysr4nA4VFFRQV+/fqWSkhKqqKgggUBAIpGIJBIJaWlp/ZCs+dWy3NxcOn36NKmqqlJQUBCZmZnRhQsX6P79+yQSiaiwsJDMzc0pMDCQfH19SVNTU2H/hIQEcnJyolOnThGLxSJ7e3u6f/8+SaVSIiJ6//49tW7dmjp16kReXl7MvmVlZQw5tWvXLrp+/Trt2bOHbt++Tc2bN6eIiAhq3bp1HfJ1zpw59Pz5c5oxYwbp6upSZWUl8fV0adyhncRWUvrtelZZWkZTQtpSZWkZsVgsqu3W9O7dm6Kjo8nPz484HA45ODjQhg0byMXF5Y/rcnFxMT1+/JjCw8OppKSEiIh0dXWpqKiIWCwWlZWVEZfLJVVVVZJKpVRUVETW1taUl5dHeXl5VFVVRRKJhNq0aUO2trYkEolowIABtH79enrx4gU9fPiQ+X369IlqampIKBSShYUFJSUlkY2NDT1+/JhSUlLo+vXr1LNnTxIIBBQbG0tFRUV05swZmjVrFk2aNIkyMzPJxsaGOBwOFRYWUlFRERUVFVFJSQnxeDwCQF+/fiVlZWVq1qwZmZmZEZ/Pp9mzZ5O7uzsVFhZSz549KSIigiE4lP72PG7dukXx8fGkr69PK1asYOrIP4FcLqcXL17QmDFjaO/evWRvb08tW7asQ6ZUVFSQgYEBQ5QYGhrS+/fvad++fZSWlkYtWrQgAwODn5IDgYGBNHjwYOrYsSMREV27do2mTp3KfKubN29OXl5eRLJiopIZRFT92/cREbeP9hx4RmpqarR27Vrq3Lkzsw4AnTx5kpYvX05HjhyhDh06UL9+/cjDw6PO4L60tJQmTZpE69evp1mzZlF8fPxPJwSIiEJCQqhXr14UHR390+1evXpFq1atoqVLl1JJSQkpKSmRSCSiT58+kba2NhUVFdGsWbMoOjq6DiFfi/Lycho5ciStWLGCVFRUKCIigmJjY6lZs2akrKxMREQPHz6kuXPn0o4dOygmJoaGDh2qMHlUUVFBYWFhZGpqSgMHDqSuXbuSrq4uvXjxgh49ekQvX76kpk2bUnJyMg0ePJjZ7/Pnz2Rra0t79+5lvq1/x+7du2nt2rWUnZ3907JoQAMa0IC/o4EYacC/EkOGDCFDQ0OFWYb/JIqLi2nRokW0ePFiatmyJfXq1YsiIiIIAL18+fK3Zodq8fz5c1q2bBmtXr2a3N3dKSkpiVq1alWnY/oz1NTU0Jw5c2jOnDk0depUcnd3p8jISOrXrx+NHTtWoZNVUlJCWVlZlJ6eTs+fPydDQ0Pq378/JScnk7q6er3Hf/r0KfXu3Ztu375NIpGIPn78SK1ataL27dtTy5Yticvl/vIai4qKaPHixTRr1ixq1KgRrVq1ilxdXYmI6MCBA5SamkqnT5+m58+f09GjR+nIkSN09OhREgqFZGBgQHK5nJ4/f04ymYwhSWpJEwMDA7p9+zb17duX2Gw2LV++nOzt7WnBggU0d+5c2rt3LzNr9Xfs27ePoqKiSENDg9auXUutW7dm1p05c4aioqLo1q1bJBaLiehbBy85OZnWrFlDEomE2rZtSzk5OfT06VPmmdXU1BCHw6ElS5bQpEmTaPXq1dSsWTPasWMHLV68mN6/f0/9+/ennj17klAoZM4nl8tp/vz5lJKSQoMHDyZtbW16+fIlXb58me7evUuampqUn59Purq6ZGxsTDo6OlRaWkovX76kV69ekZKSEs2dO5diYmKIx+P99HnI5XK6cuUKLVmyhI4cOUL5+fkkl8uJiGjutAAa2r/+8voZYvrlUkmZLt2/f58EAgFNmzaNioqKaMGCBVRSUkIDBw6kgoICyszMpC1btlBgYCCVlpaSRCKhgoICUldXJ7lcToaGhsTj8SgvL4/GjBlDgwcPpufPn9ONGzfo7NmzdOjQIfr48SOpq6uTmZkZxcbGEpvNpq1btxIAmjlzJrVo0eKXg4v6kJiYSI6Ojgy5+eDBA9q+fTtt27aNCgsLyc/Pj44cOUIymYyCg4MpLCyMxo8fT9u3b6cPHz7QpEmTqFOnTnTr1i2aOXNmHTKmoKCALl++TJcvX6Zr166RhoYGOTs7k7OzMxNB8DsEzr1792jPnj0UFRVFMpmMLl26RHl5edSoUSMyNjamR48e0ZMnT0ggEBAA+vTpE+np6ZFUKiVtbW2SyWR05swZEggEzLOv7R7URp1wuVySyWQK566pqaGqqioqLS2lv3cnlJSUSEVFpV5SR1lZmfLz85lB9+vXr4nNZlNIr+7UcmCfP35OWyZMpyvZOcx5a9uIqKgo4nK5pKysTNu2bSN7e3vy8vL6bfKp9v8sFovmzZtHhw8fJmVlZdqzZw/p6+sTm82m7OxsSklJIU1NTerUqRMdPnyYKioq6PPnz6SmpkZfv36l6upq6t69O6mqqlJlZSUVFhbSwYMHSUVFhbS1tcnAwIAkEgnx+XxSVVWlEydO0Pv378na2po+ffpEJSUlVF5ernDPtYSanp4eFRQU0PPnz2nEiBGUlpZG8+bNI1NTU4VIju8JjlWrVtGQIUOY94TD4VBUVBQlJSWRsbExbdmyhQ4ePPjTMq+urqaZM2fS4sWLKS0t7bcG8L9CWFgYnT9/nqKiomj27NkKUQqlpaVM9Mnr169p27ZtdPLkSfLx8aEvX77Qmzdv6MOHD8Tn8xXIk9qok8rKSpoyZQrduXOHnj17RtOmTaObN2/S6NGjqWfPnjRgwADKysqivn370qJZzUlV/mcRp+cuvqUWnXJIVVWVevToQXPnzq13uw8fPtDq1atpxYoVxOfzqW/fvtS1a1fi8XiUk5NDSUlJFBgYSHPnzmW+M7/Crl27aN68eXTu3DmF5a9evaJTp07RqVOn6Pjx41RUVEQikYi+fPlCFRUVJJPJyNHRkebPn09+fn7UtWtXCgkJoZ49eyocRyaT0enTp2n9+vW0ZcsWIiKaOHEiDRgwQOHbcvHiRUpLS6Nz585RUlISJSUl1SFYqqurqVOnTqSqqkr+/v40ffp0mjNnDsXFxVFQUBC1b9+eFi5cSKNGjaozqTRq1CjKz8+nrKysH5bF6dOnacKECf+xiOEGNKAB/140ECMN+FeidevW1K9fPwoPD/9fPW9JSQktWbKEpk+fTpqamuTv7/+PZy0qKipo69attGTJEiooKKDExETq0aMH6ejo/PYx7t+/T+Hh4ZSXl0eLFi2ixMTEn25fO/Dcs2cPVVVVkb+/Pw0fPpxatmxJKioqVFpaSjNnzqSMjAwaMWIEDRkyhDgcDr19+5b27NlD2dnZdOHCBQoODqb27dtT27Zt63SK3r17R/PmzaNVq1ZR+/bticPhkEQiocmTJzPblJeXk66uLuXl5SkQBTU1NXTlyhU6cuQIHTlyhG7dukUeHh5kbm7OhJFfuXKFVFVVycPDg9zd3Sk/P582bdpE5ubmVFZWRocOHSJjY+N67//q1avUqlUrys7OppqaGurWrRu1bduWZs+eTTU1NeTs7EwLFy6ktm3bUl5eHmVkZDAEFpfLpY8fP5JIJKKgoCAaNGgQc9x169ZR7969qbKyki5evEjh4eG0ceNGCg0NZc67ePFi2rt3L0VGRtLAgQPJycmJ2f/48eMUHR1Nc+bMoW7duimECldXV9Pbt28ZMqT29+TJEzp58iQzkNXQ0CBjY2NycnIiKysr4vF49Pz5c/rrr7/oyZMn9OHDByIiEolE5OjoSKGhodSlSxcqLy+nC+d2Uc/Igt+rdLXPCny6/7Y9HTx4mPbs2UOXLl0iuVxOampqNGjQIBo5ciQlJCRQfn4+bd++nQwNDZl9PT09ad68eeTj40Pjxo2jefPmUWxsLD158oQ8PDxowYIFVFxcTKmpqZSZmUm9e/em4cOH08yZM+nSpUv0+vVr+vDhA7HZbOLz+eTq6kpubm7k6upKrq6uZGJi8tsDuA4dOlDXrl0pMjKSWfbx40dat24dZWRkUEFBAZWWlpJYLKbo6Gh6+vQpmZqa0sKFC6lDhw4UGhrKhJIHBAT89FxyuZxu3bpFhw8fpkOHDtG1a9fIx8eHWrZsSS1btiQ7O7t6r/vEiRMUFRVF+/btI29vb2b58+fPac6cObRp0yaKjo6mXr16UU5ODi1ZsoQcHR3J2tqaTp06RW/fviVVVVUqKCggLy8v+vjxIxMF0bx5c6qpqaGcnBzq2LEjJSUlkaOjI509e5ays7MpOzubVFRUyN7enh48eEAaGhp048YNksvlPyRzZDIZlZaWkpubG508eZK2bt1K6enp1KJFCwoZlkQ1Qq3fejbf4/zWXbQrZQ4BIIlEQp8/f2ZSTOLi4kggENDp06epqqqK/Pz8fnptf1/28eNHun//PlVUVJClpSUVFBQQl8slbW1tev36NZWWljIROSoqKlRRUUGqqqpUU1ND1dXVClEsPwKLxWJ+ABhSkugbMcVms0kmk5Genh59/vyZAJCWlhaVl5dTWVkZlZeXE5vNJpFIREVFReTh4UECgYAhtOojfd6+fUvbtm0jmUxG+vr6JJfLycfHh7y9vWny5Mk0ZswY0tPT+2XE0osXLyg1NZXEYjGNHTuW9PX1f0k01bdMSUmJwsLCKDY2lg4dOkS5ubm0bt068vPzUygrADRlyhTatGkTHTlyhImKJPo2gP/48WOdaJM3b97Q0aNHqaysjL5+/UoymYxEIhHZ2tqSkZERGRoa0ooVK6ikpIRYLBY9v5lAJtKfk8n1gj+ZiM3/rU3lcjkdO3aMli1bRidPniShUEhVVVUMcf4nqKmpITMzM8rMzKT8/Hw6deoUnThxgoqKikhPT4/KysqouLiYgoODKSQkhJo1a0YODg5UWlpKqamptHTpUho8eDAJBAK6evUqrV27loiI7ty5Qxs2bKBNmzaRWCwmdXV1Ki4upqNHjzJttlwupwMHDlBaWhq9evWKhg8fTgkJCfWmBMvlcurevTu9ffuW1NTU6OPHj7Rp0yYm0raWmFq8eDH169dPYd8nT56Qj48P3b17l/T09H5YFrdv36auXbvS3bt3/6gMG9CABjSggRhpwL8SFhYWdODAAbKxsflfP/fnz58VBl5NmjSh8ePHM9EQ/wSXL1+mJUuW0N69eykiIoKSkpJ+GEZaC7lcTuPGjaPNmzdTZGQkrVmzhsaNG0eDBg36ZfSJTCajdevWUUpKCr169YqUlZXJ09OT7t27R02aNKG5c+f+MHT606dPlJOTQ7t376ajR4+Sq6srtW/fntzd3WnDhg20bds26tatGw0bNoyMjIxo8eLF9PDhQ0pPT1c4Tnh4OEVHR/80NPjTp0908uRJOnLkCDNLGxoaSm5ubsTj8ejRo0d06dIlOnfuHDMo79y5M3Xt2pXc3d0VSJenT59SQEAALV26lCIiIpjj9+/fn27evEk2NjYkFAqpc+fOTMpTt27dKDExkaysrEgmk1Hz5s0pNzeX8vPzFWbRgoODqbS0lK5cuUJEROfOnaP27dvT9u3bKTg4mNnu48ePtGLFClq2bBlZWFjQwIEDKSIigpSVlZlUk5iYGFJRUaHKykpKSUn56XM8efIk9e7dm/bs2UNz586lnJwcys/PZwZpLBaLVFVVSS6XM3oM32udfK99YiE5Q0ry3+9o9h16iojjTQUFBXT8+HFq27Ytubi4UHZ2Np0/f54AkKWlJaWmplLz5s0VZoYHDx5Mnz59okuXLlFVVRUFBgbSmjVr6NOnT+Tn50fW1tZ0/vx5Cg8Pp8mTJ5NUKqUnT55QdHQ0/fXXXzRnzhzq1asXqaioUF5eHt24cYNu3LhB169fpxs3blBFRQVDktQSJtbW1vW+F40bN6aZM2eSn58fHT58mFatWkXHjx+niIgI6tmzJ82dO5datGhBQUFBtGDBAsrKyiI9PT1q1aoVbdu2jTZv3kwjRoygu3fv/vFs+ufPn+nkyZN06NAhOnToEFVXV1PLli2pRYsW1KxZMxIIBHThwgVq164dbd++nYKCguo9zocPH2jBggW0YsUKatWqFfXt25dWr15NW7dupcrKSjIxMaHS0lL68OEDiUQiio+Pp9GjR1NZWRl5e3vTqlWryMbGhiZMmEDZ2dlUVVVFRkZG1L17d4qMjCQ7OzuqqKggPT090tDQoBMnTlCjRo1+em+nTp2ikSNH0uXLlyk9PZ2GDRtG1dXV1GfZArL28/qjciIi0i6tpGEt2lFFRQUFBQVRt27dSCaT0cyZM+nhw4fUpk0bcnFxoRs3btD+/fvrPYZcLqfPnz8z6Se17dLDhw9JVVWVzM3NydLSkp48eULXr18nAMRms6m6upp4PB5paWnRu3fvSCaTkbm5ORUWFlJ0dDRJpVJKSUmhbdu2kUAgIIFAQBoaGhQXF0e+vr4kFArp8ePH9PTpU3ry5Am9efOGhEIhNWrUiB49ekRaWlr0+vVraty4MVVUVND58+dJVVWVVFVVSV9fn/T19enixYsklUpJLBbTs2fPyMLCgt69e0fv378nNptNYrGYxGIxiUQiRgdEW1ubSkpKaOPGjVRYWEhcLpcCAwPJzMyMzp49S0REbm5uvxWxVFVVRS9fvqT379+TgYEBE4X0s33+vqyWDFJWVmbapcrKSlJTUyMtLS0m+ujTp09UUVFBJiYmpKam9lspZwUFBXThwgVSV1cnR0dHMjc3p+rqaqqoqKDy8nIqLy+nixcv/td3QonK3wz44zpIRES8RCKV3+93yOVyWr58OY0bN44cHR3p2bNnZGBgQH379qUuXbr8Uq/r5cuXdPr0aTp16hTt2rWLysrKyNLSkqqqqujNmzfk4eHBECFeXl4K+lHfIy8vj0aOHEnnzp2jyspKGj16NG3YsIGKi4spJiaGOnbsSNOnT6evX7/Szp07SVtbm6qqqmjTpk00e/Zs4nA4NHLkSIqMjGTSaf4OADRgwAA6e/YsFRQUUFxcHE2bNo1Jfbp37x41a9aMNDQ0aMaMGQqpSEREERER5OvrS6NGjfppmbx+/Zq8vb3pzZs3P92uAQ1oQAP+jgZipAH/OlRWVpK2tjZ9+fLlh52A/yRqB6AfP36kS5cuUWZmJs2ePZvc3NxowoQJ3/KX/yEKCgpo1apVlJGRQXp6epSUlESdOnUiNTU1he0+f/5MsbGxVFJSQjt27CCxWEyPHz+mXr16UXV1NWVlZf1QyO3v2Lp1KyUlJVFRURFpa2uTsrIyde3alaKiosjHx+eng73y8nLKzMykhQsX0vPnz0lXV5cRgayd/d6yZQvt3r2btm5VFLnLzMykkydP0qZNm37rOgHQ06dPmWiSU6dOkbGxMeXn55OTkxOlpqbSli1bKCMjgzgcDpWXl5NEIiEPDw+ytbWllStX0vDhw2nIkCF1jj1gwABaunQpCQQCMjIyogEDBtQrktu/f3/atm0bTZs2TSE6R1NTk1JSUig5OZlZdurUKercuTPt2rWLGjdurHCc6upq2r17Ny1evJjy8vIoMTGRevfuTQCoXbt2lJ+fTwMHDlTIva7F9/odx44dowsXLpBMJiMWi0V6enrk5OREhoaG9PHjRzp9+jS5ublRhw4dKCQkhGQyWR2Nk9r/f/3ykU5ktyc7G8Evn8Wy1XcocfgJIiLS0NAguVxOtra25OLiQnK5nPbs2UMeHh506dIl0tTUpC9fvlDjxo2pVatWZGJiQhMmTKAXL17Q1q1bady4cbRo0SLy8/Oj9evX09ixY6m4uJjmzJlDSUlJ9O7dO5o6dSpt376dQkNDqbS0lPbu3fvT63v//n0dsuTDhw/k5OSkQJbY29uTra0ttWrVivbt20f6+vrUs2dPioqKIm1tbXr27Bl5eXnRixcvSF1dnfz8/Khv377k5eVFffv2pXv37lFlZSV5e3vTzJkzycvL6x+nGgCgx48f06FDh+jw4cN09uxZMjc3pydPnlBKSgoNGDDgp4SnTCajffv20ZQpU+jWrVvE5/PJwsKCHjx4QEpKSsThcKikpIRWrlxJ+/bto8OHD1NgYCCpqanRnj17SEVFhXx9falt27akrq5OW7dupbt371LPnj2pX79+ZGRkRHFxcfTmzRtq3LgxTZ06lYi+1cfvI5pq/z1y5AiVlJRQTU0NffnyhWpqaggARU2fQJ7tWv/wPn6EJ0dPk0reW5oxYwZt376dVq5cSffv36fQ0FACQHv27CEej0eFhYXk7OxM+vr6xGKxGOHRoqIi+vTpE3G5XOLz+VRdXU35+flkbW1NXC6X3r59S8nJySQUCunkyZO0ceNGio+Pp1mzZhGfz2cGg9OnT6eJEydSSEgIQ4S8efOGvLy86gzUBg0aRObm5grtQmJiIhUVFdGkSZPoyZMndPv2bZo+fTpxOBzi8Xj08eNHUlNTo6ZNm5KBgQHxeDxisVg0e/Zs8vb2pufPn9OnT5+Iw+GQpaUlWVpakr6+PpOW9vnzZ3r16hU9evSIXrx4QYaGhiQQCOjOnTtUXV1NlpaWtHfvXmKz2dS4cWN69eoVcTic334ON2/epPj4eJJKpbR8+XKFSLBfAQCJRCK6efMmCYVCqqmpoffv31NycjK9ePGC0tLSaMWKFfT+/XtasmQJqaur/5JsuXXrFm3atImeP39O+vr6NG7cOGKxWPWSNSNGjPiv6DplKn2V9NvX/T3efgmnm39VUH5+PnXr1u2n7/udO3eoT58+xGazacWKFWRvb08ymYwOHTpEy5Yto/Pnz1PXrl2pb9++jPbX90TIyZMn6dOnT2RsbEwymYyeP39O5eXl1K9fPwoLC6OAgIDfSmslIvry5Qvt2rWLFi5cSDdu3CCRSEQpKSnUq1cvKioqorZt25KlpSWtWrWKKioqKDMzkxYsWECNGjWikSNHUkhIyC/btlGjRtHatWtJSUmJ1q5dqxAVc/fuXWrevDmlpaWRjo4OjRgxgm7fvs3ogx07doxpU39VH8vKykhHR6dO6lkDGtCABvwS/xGvmwY04P8Qf/31F6ytrf9Pzl1VVQWpVIqWLVti4cKFzPLy8nKkp6dDKpWiRYsWjH3oP0VNTQ327NmD5s2bQyKRYPTo0cjLywMAPH36FPb29ujTpw8qKysV9pPJZEhPT4eOjg5mzZqlYPX6d3z69AnJyckQiURYtGgRnj9/jlGjRoHP56NRo0YwNjaGsbExRo4cievXr9exIrxw4QLatm0LPT09pKamorCwECdPnsSgQYNgZGQEKysrjBw5EgsXLqzXnvH169cQCAQ/vcaf4datW9DT00NgYCC8vLzA4/HQunVrzJ49G3369IGOjg4mTpyI5cuXQyKRQCqVQlNTEzY2NoiJicH8+fOxevVqREVFgcViwc/PD05OTggODq7XpvnTp08QCASMbeSJEycAANeuXQOLxUJpaWmdfY4cOQKxWIwLFy788D6uX7+OHj16gM/nIz4+Hrm5udDX14eNjQ0+fPiAFy9eYM2aNYiMjGQsRdlsNrhcLjw8PBAdHQ1dXV18/fq1zrHLysqwe/duxMbGQiAQwNfXF3PmzMHz58/rbCuXy/HxQx4KX8z7oW1l6av+GDnIXcGemM1mw9LSErNnz0bjxo3B4/Hg5OQETU1NGBsbw8bGBmpqanBwcIBUKgWLxYJAIACHw8HKlSshFAqRnZ0Ne3t7+Pv7Izc3F5cvX4ZQKERCQgKEQiGGDh2K/Px8HDt27B9ZfQJAcXExTp48iXnz5qFr164wNDQEm80GEcHa2hqjR4/GuXPn8OXLF2afwYMHY+TIkQCArKwseHt7QyaToaysDGKxGLm5ueDxeBgxYgRsbGxgYmKC4cOH/9BC909w/fp1CAQChIeHw97eHjo6OoiKisKaNWvw9u1bZrtbt25h+PDhMDAwgKOjI9q2bQtLS0uIRCLw+Xz4+Pjg4MGDOHPmDNhsNoRCIVq0aAEvLy+oqalBKBRCTU0N2traOH36tMJ137t3D7169YKWlha8vb3Rpk0biEQicLlc+Pj4QCqVQkVFBYaGhvD19UXnzp0xfPhwLFy4EBYWFujbty/69u0LOzs7pq607dPjt2x6//5zDQmGtbU1RCIRlJSUoKWlBSMjI+jr64PD4YDL5UJZWRksFgshISGQSCQwMDBAr169cOTIEXz8+BFVVVXYu3cvLCwsEBERgWfPnuHGjRsQiUR49uwZXr16heDgYAQEBGDBggV16tq9e/egp6cHTU1NDBgwgFn++PFjWFhY1HmGc+fOxeDBg5m/d+3aBTMzM3z69IlZ9uzZM/D5fIjFYhw8eBBSqRQbNmzA9u3bMWPGDMTHx8PHxwdEBE1NTXC5XDRu3BhDhgzB+PHjMWHCBAwfPhxdu3aFt7c3dHR0wOVy4eLigg4dOqBPnz6wt7eHl5cXVFRUQERQUlKChoYGeDwefH19MWnSJGzatAnXrl1TqP8/QmVlJSZNmgSxWIw1a9b8dl0vLS0Fh8Ops71cLsfy5cuhqqoKW1vbH9rNfr/9iRMnEBQUBAsLC6xcuRKmpqbIzc3Fo0ePcPDgQaSnp2PIkCHM+6Ourq7Qbn140PsfWZQ72n17/urq6j+0mS8tLcXo0aMhFouxfPlyyGSyerd78eIFBg8eDIFAAIlEArFYDIFAAA8PD3h6ekIkEsHU1BS9evXCli1b8OHDB3Tt2hXz5s37rfKuqqrC/v37ERUVBW1tbYSHh2P79u2IiIhAQkICdHV1ERkZCTMzM4wZMwZv3rzB6NGjoaOjg+joaFy/fv23zgMAw4cPh5qaGlq0aIGPHz8qrLtx4wb09PSwefNmAN+en4eHB3bs2AEAqK6uhr29PXbt2vVb55LL5VBVVUVZWdlvX18DGtCABgBAAzHSgH8ddu3ahbCwsP+Tc69btw6NGzeGtrY2CgsL66yvqKjA8uXLYWJigqZNm+LUqVP/7XM+fPgQycnJEAqF8PPzg0AgwOLFi3/aGX3+/DmaNWsGDw8P3L59W2GdTCZDVlYW9PT00KtXrzqdmC9fviA9PR2WlpZwcHBAu3btYGZmBmtra4wfPx6ZmZkIDg6GqakplixZUm/nRC6X4+rVqxg3bhzMzc2hrKyMfv364fDhwwpkjpub2z8qoxMnTkAikWDt2rXMssLCQmzbtg29evWCkZER9PT0IBaLoaGhgdatW0Mul6O6uhrXrl1Dnz59oKenBxUVFWagHh8fj0WLFqFfv34QiUTYsmWLwjnnzJmDrl27AgCOHTsGXV1dPH36FN26dYOxsfEPrzUnJwdisRhXr1796T0VFBRg0qRJkEgkUFFRgaamJjOIUVJSgomJCTp37owNGzbg3bt3Cvu2bNkSS5cu/enxKysrceDAAfTs2RMikQhubm5ISUnBgwcP6mw7ILEzZk1sjNu5/XD5WDSO7OqMIYnuaBceCmVlZWZwIRQKFQYbtddraGiIgIAAtG3bFmFhYTAxMQGLxQIRQVVVFc7OzuBwONDS0gIRQUNDAz179sSDBw9QWlqK2bNnQ0tLC+rq6gok49WrV+Hi4vLT+/wZbty4gQEDBkBHRwehoaFYuXIl2Gw2li5dij59+sDDwwPq6uqwsbFBx44doa6ujo0bN+LZs2fQ09PD5cuXAQCrV69Gq1atMHPmTPTs2RPAtzp/+/ZtjB8/HtbW1jA1NcWIESNw+fLlPyZJnjx5AkNDQ6xfv55Z9urVK6xcuRKRkZHg8/nQ19eHWCyGSCRCeHg4AgMDwefz0bNnT5w9exZyuRxVVVVYu3YtzM3NoaurCyICn8+HtbU1NDU1kZCQgMOHDyMrKwumpqZQVlaGtrY2LC0tYW5uDnV1dQiFQjg4OMDR0RECgQBEBC6XiwULFiAvLw9VVVWQy+W4e/cu5s2bhw4dOkAqlYKIYGtri2bNmqFDhw4QCoWwsrKCiZkZppw5+EekyNic7Thy9CgePHjAEBzfo6amBkeOHEHz5s2Z8+bk5CA3NxcDBgyAWCyGi4sL7OzsYGlpicOHDwP4Rhw2atQI69atw44dOyCRSDB9+nTU1NSgsrIShoaGuHHjBgBg//79EIvFaNeuHZKTk2FkZMQc5/bt23BwcKjzHHfu3Il27doBAF6+fAmJRFKHJO3cuTOmTp2KkydPQktLCx4eHnWOs3XrVqiqqqK4uBhcLhdLly7F5MmTERMTA09PT2hra4PP58PT0xMxMTEYNWoUpk2bhunTp2PMmDHgcDhwd3cHi8WCqqoqWCwWlJWV4eLiAolEgpiYGLRu3RqOjo5QV1eHgYEBmjRpgn79+mH+/Pk4cOAAnj59WocIuH79OpycnNCmTRu8efPml/X60aNH9RJIRUVF8PPzQ4cOHdCkSRP4+vri0aNHdbaTy+XYu3cvXF1doa+vj86dO6NXr15wdnaGqqoqVFVVYWpqipCQEPTp0wepqanYuXMnbt68ifz8fLi6ujLt1PJ5Tf+YFPnrfCyzv5GREe7du1fnGg8dOgRzc3NERUXVaaeBb2TI2rVrkZCQADMzM+jo6MDHxweNGjWCmpoaWCwWrK2tMWXKFDx9+rTO/rm5ubC0tPwh2SKXy3Hp0iUMHDgQEokEvr6+WLp0KfLz85ltFi9ejB49euDEiRMMyePp6Qk+n4+BAwfi2bNn9R77R+eLi4sDm83G9OnT67R1V69eha6uLrZv366wfO/evXBycoJMJsOSJUvQtGnTP2on9fT0fqvONaABDWjA92ggRhrwr8PMmTMxbNiw//XzyuVyODo6ok+fPoiNjf3ptlVVVcjKyoKFhQUCAwNx9OjR//YM8rx588Dj8RiSYsGCBQozj/Vdb2ZmJkQiEaZMmYKqqipcvnwZ3t7e8PLyYgZ5P0JNTQ2ys7MRGBgIqVSKVq1aQSwWQ1lZGVKpFFOnTsWTJ09+ed1v3ryBWCxGamoqfHx8IBAIEBMTgx07dmDMmDEYPnz4H5XD+vXrIZFIcPz48Z/e+7179+Dp6QkejwcWiwWJRAI/Pz8IhUIEBQVh586dWLNmDRo1aoTz589j+fLl6N27N1xdXcHhcMDhcGBpaYn58+fj0qVLMDIywpUrV5hzLF68GPb29tDV1UW/fv1+es3Z2dnQ1dXFzZs3mWWVlZW4cuUK5syZg2bNmjEz4UpKSszgU01NDerq6ti2bdtPj3/58mUYGhqivLz8t8qwuroaJ06cQFJSEvT19WFvb4+JEyfi1q1b2LJlC1gsFtTU1NC+fXuoqKigadOmaNOmDQICAiCRSKChoQEvLy/07t0bgwYNYgYLysrK8Pb2hqmpKbS0tGBqagoOhwNTU1MEBwfDxsaGmbX+nihhs9nQ0NBgZvwlEgnS0tKQmpoKe3t7pp4/ffoUJiYmv3WPtSguLsbSpUvh7u4OIyMjTJw4kYmYefnyJQwNDRW2r6qqwq1btxAdHQ0rKysEBARAVVUVXC4X7dq1w6RJk2Bubo6srCyYmJgo1IlayOVy3Lp1C+PGjYOVlRVMTU0xcuRIXLly5ZftwMuXL2Fqaorly5crLP/y5QvWrVuH0NBQaGlpwd/fHzY2NlBWVoaSkhJcXV0xb948PHnyBNXV1Th27Bh69OjBECi2trZM1IFUKgWfz4eysjLYbDYkEgnatGkDMzMzuLq6onHjxtDU1ISbmxsGDhyI+fPnY+rUqRg8eDATJUJEUFdXh6qqKvM8NTQ0IJVKYWVlBV1dXSQmJmL8+PGYN28eWrRowTxzz3at/4gY8Q9v89t1u1WrVuByuTA0NIShoSGGDh2KHj16QEtLCy4uLtDS0kJYWBg2b96Mfv36oWPHjujRowcsLCxw8eJFhWPNnDkTcXFxSE1NhYGBAc6fP4+IiAhs2bIFx48fh6GhIQoKCnDx4kV4eXnVuZZr167B2dkZNTU1CAoKQkpKisL68+fPQyqVorS0FHK5HEZGRjAwMKhDuicmJsLIyAhPnz6FVCqtcx65XI6PHz8iNzcXq1evxtixY9GpUyc4OztDTU0NysrK8PHxgZKSEiZMmIDk5GRoampCSUkJqqqqcHd3h4GBAdTU1NCoUSOGzOrUqRPatm0LPz8/GBkZQU1NDXZ2dmjfvj1Gjx6N1atX4/Tp0xgxYgTEYjHWrl370/pdG+XxPd6+fQtHR0ckJydDJpOhpqYG06dPh5aWFrp164aJEyciNjYWjRo1YohsqVSKtm3bYsiQIUhPT4ebmxvS0tLqRFDWRsx16NABampq4HA4TFvlaCeCLH/QHxEjadMiwOFwoKKiAh0dHYZojIyMxJEjRxAdHQ1TU1McOHCAuYa/EyEikQiBgYEIDQ2Fvb09eDweWrZsiTlz5uDGjRt48uQJxowZA11dXQQHB2Pz5s2oqKhQeNYuLi44dOiQwr0+ffoUU6dOhbW1NSwtLTFlypQffp9v374NfX19aGtrw8fHB0KhEDY2NjA1NUV2dvZv91WKi4vh4+MDZWVlhXuuxaVLlyCRSLB79+4662rvo/Z7/vcJnF/Bzs4Od+7c+aN9GtCABjSggRhpwL8O8fHxWLFixf/6eQ8dOgR7e3s0atQIp0+f/q19qqursX79etjY2MDX1xcHDhz4Y4KkqqoK/fr1g52dHZ48eQK5XI6zZ88iKioKAoEAffv2/Wmn4uXLlwgJCYFQKISOjg6ysrJ+ONtU37nXrFnDzGzVhpBv2bIF/fv3h0QigaenJ+bOnYtXr17Ve4yKigooKysz9/3mzRssXboUoaGh0NDQAJfLxerVq1FQUPDTa5HL5Zg6dSpMTU3x119//fLax40bBy8vL+Tk5KBly5ZQVlaGqqoqjI2NoaWlhdDQUHC53Ho7gmVlZTh58iT8/f3B5XIhkUjAZrPh6emJxMRErFq1Cjdv3kRcXByIqN6Zw79f++LFi6GtrY2wsDCYm5tDSUkJHA4HysrKsLS0RHx8PHbs2IFXr15BWVkZ1dXVuH37Ntq0aQMWiwVfX986A7fvER4ejgULFvyyXP4OmUyG3NxcDB06FDo6OmCxWAwxMnfuXGzatAm+vr6QyWRITk6GsbExTp8+jZKSEujr64PL5WLMmDHg8XjMwMXU1BQWFhawtrZG8+bNIRKJYGNjg/j4eDRv3hxaWloQiUQgIkRGRiIiIgJcLhfq6urQ0NBgBtC16RccDgetWrXClClToK6ujqdPnyoMFuor71OnTiE2Nhba2tqIjIzEoUOH6sx4X716Fa6urnX2r6mpgZmZGS5cuIA7d+5AJBLh4sWL2Lp1K+Li4qCurg5tbW0oKyujefPmGDVqFLZu3YpHjx7Vebfkcjlu3ryJsWPHwtLSEmZmZhg1ahSuXr1ap969e/cOVlZWTKh8TU0NDh8+zNxHSEgIYmJiYGtrCxMTE/Tr1w/Lly9HSkoKWrZsydTT2rLjcDgMOduyZUsoKSkhJCQEenp6UFdXR6NGjeDu7q6wH4vFgkgkgouLCxwcHKCnpwdVVVXY2NggICAANjY2YLPZYLFYsLKyAo/Hg5ubG7Zu3cpEcgwYMACzZs1SuLcrV64oXFvrgX1/SYjMuZWLnFtX0a5dO6Smpv5WfZ45cyb69esHZ2dn+Pj4MASjp6cnVq1ahTdv3mDdunVwdXUFi8UCj8dDaGgoiouL6xzr9evXUFFRgZOTE9O+mZmZ4f79+wCAYcOGoUOHDvUO+IFvUWxaWlqYOnUqgoODFeqfXC6Hj48P1qxZAwA4evQoGjVqhCFDhqBJkyYKUTHe3t5o2rQptm3bhvDw8N8qh1r06tUL48ePx+bNmyEQCDB8+HC0a9cO1tbWzHvG5XLRu3dvzJgxAwsXLsSiRYswY8YM9OnTB02aNIGRkRE4HA6srKzQuHFjtGrVCq1bt0ZwcDAcHBzA5XKhra0NDQ0NGBkZYezYsdi9ezfu3bunQFasW7cOMTExqK6uxrNnz7Bu3TqIRCI0btwY7du3h5OTE7hcLoRCIRwdHSEUCqGrqwtjY2OYmJhgyZIldaKFHjx4AIlEwhBnX79+xfbt2xEZGQkNDQ3o6OhAXV0dkZGRGDBggEJ0W+ok/98nRkoWorzsK4KCgsDhcFBWVobCwkKMHj2aactUVFQQHByMsWPHKhAhTZs2Rdu2beHl5QVNTU34+flh4sSJOH36dB0ypxaVlZXYtm0bkxY2YsQIPH78GACQmZmJsLAwFBQUICMjA/7+/hCLxRgwYAAuXrz40z6GTCZDUlISiAi6urpIT09n0kAPHTrEEGO/Ih1yc3MZkvzatWt11p8/fx5isRj79u374TF27doFsVj8y4mF+uDv7//b/bAGNKABDahFAzHSgH8d/Pz8/k8+iCEhIRg7dixsbGz+mNyoqanBli1bYG9vDw8PD+zZs+e3jpGfn4+goCC0adMGJSUldda/ffsWU6ZMgYGBAQICArBlyxaFjmN1dTUWL14MHR0dZoA6bty4nw4qgW/EwOLFi2FiYoKQkBAcO3YMcrkcr169wqhRo6Cjo4MOHTrg5MmTOHz4MHr06AGhUIiAgAAsWbIEHz58UDielpZWvQOPgoIC8Pl8ZrAcHByMhQsX4sWLFwrbVVVVISEhAe7u7vWGJ/8d8+bNg0QigbW1NRo1aoT09HSUlJTg8OHDMDc3R3h4OGxsbODq6goDAwOYmZmhb9++2LlzZ53r3L17N5SVldGhQwecOnUKCxYsQExMjEL0g6enJ9atW4d79+6hpqYG+fn5OHDgAEaNGgVPT0+oq6uDw+FASUkJLBYLPj4+mD17Nq5cuVKno//q1Svo6+srLLtw4QKEQiETLr9u3bo6z/DmzZvQ09OrV2vkVyguLkabNm3AZrOhra0NVVVVGBkZwcjICAMHDoSOjg5u3rwJuVyO1NRUGBkZISIiAjY2NhCJRDhw4AAuXLgAPp/PkCNsNhupqamQy+UoLCxEfHw81NXVYWJiAi6XCzMzM7DZbGhqakJVVRUjRoxgBo5yuRwfPnzA5s2b0a5dO3A4HIawqR2AsNls8Hg8NGrUCO3atcPgwYMxYcIEREVFQSqVwsbGBnPmzKmTKvY9Dhw4gBYtWtRZvmvXLnh7e0Mul6NJkyZYvHgxsy46Ohrz5s1D27ZtkZaWhr1792LKlCmIiIhgSLeAgAAMGjQIa9aswa1bt5hnLJfLcePGDYwZM4ZJVxk9ejSuXbuG/Px8ODg4YOrUqTh//jzi4+MhEAhgaGiIRo0aQSQSgc1mQ11dHUpKSlBXV4eOjg4EAgFDJqmqqjLrORwO1NTUGF0ROzs7qKqqYuzYsZg7dy4mTZoEPz8/aGtro3///rhz5w7WrFnDEB/du3dHSkoK2rRpA21tbYjFYkYLQ0NDA1ZWVjh69CiqqqqwdetWBAYGwsDAAJMnT4alpSWTOiaTyTB37lwmGqhWIyckJATJKVMwbMe6ekmRwRtXYsfxIwC+pRPq6Oj89FnWYt++ffDz84Ovry+4XC6Cg4Px+fNnZGdno127duDz+ejUqRM0NDSYqAR3d3fo6+tj6NChuHbtGuRyOV6/fg1PT09YWlpi1KhRAICSkhJoaGgw9bSiogKOjo4YMmQIWrVqVeda5HI5NDQ0IJFI8Pr1a4V1W7duhaurK0OkNW/eHKtWrUJNTQ3atGmDPn36MN+IWp2p0aNHY8qUKb8sg1pUVVVBR0cHeXl5uHz5Mtzd3RXWl5WVoUWLFiAi2NvbIykpCa1atYKFhQVUVVVhbm6OFi1aYMCAAZg7dy6WLVuG5cuXY/bs2UhMTERoaCjMzMygqqoKExMTuLu7w8TEBCoqKjAxMYGenh6UlZWho6MDY2Nj8Pl8aGhoQEVFBWKxGKqqqvDz88OMGTOwdetWXL16FcXFxZDL5di3bx88PDwgkUjA4/F+GI0yaNAgDBs2DJs2bUL79u0ZcobL5cLPzw9ZWVlIT0+HkZERWrVqBS8vL4YYUVPjIGNOyG+QIosAWSnzzGvr9l9//QVPT0+Ym5ujTZs24PP5DPmnpKQEgUAATU1NODg4IDk5Gfv27av3O/4rPHr0CMOHD4dYLEbTpk0xaNAgKCsrg8vlokuXLti3b1+d78jfUVlZiaysLIhEIqiqqsLR0RHr1q2rs11VVRUWLVoEsViMpKSkOhMWNTU1mDJlCvh8PrS0tOpNET1z5gyjmfMz3LlzB0pKSti4ceNvlIIi2rZti+zs7D/erwENaMD/v9FAjDTgXwcdHR28f//+f/Wc165dg6GhIWJjYzFnzpx/fByZTIadO3fC2dkZzs7O2LFjxw+jN27fvs3MLv9I5K0WVVVV2L59O4KDg6Gvr49JkyZh586dcHR0RJMmTZjZn7dv3yIiIgJ2dnb1Rh98+vQJM2bMgK6uLiIiInDp0qV6z/e9Domnpyc2b96Mr1+/Yt++fYiJiYG2tjZCQ0OxatUqFBUVwcLCot6cceDbjOb8+fNRVlaG7OxsxMfHQ0dHB+7u7pg+fTouXryIZs2aoW3btr8c9N+7dw+tWrUCi8VCixYtcOLEiXqjQZo3bw5lZWUsXrwYNTU1uHv3LubOnYsWLVqAy+XC19cXkydPxvnz53Hq1CmYmpoygpXf34e9vT2cnZ3B4/FgYmLCDFBrc/iVlJRgaWmJxMRE7N69G+/evcOaNWtgaGj4w/K4dOlSnQEMAHz48AE+Pj5o3LgxQkJCoKuriwkTJijkWUdGRv72zDrwrcOdlJQENTU1aGlpITs7G1paWrC1tYVMJsOdO3cwefJkZmawX79+WLduHYyNjaGmpobjx4/j3Llz0NHRQceOHaGjowMdHR3Y2dlBLBZDSUmJGbz37NmTmXXPzc1l9EkMDQ2hqakJgUAAAwMDLFu2rM478eXLFyatg8PhMIN8XV1d6OjoMCkBbDYbAoEARkZGzADA2NgY/v7+iIqKwsiRI7F48WJkZ2fj2rVrWLhwYb1pcYGBgdi8eTO2bt0KJycnRiD47du34PP5uHPnDgQCQb1ClQUFBTh69CjS0tIQHR3NiM+6uroiKioKo0aNwsSJEzF27Fi0bdsWpqamddKL/v7/2nJ0dnZGUFAQfHx8YGJiAg6HAzc3NyQnJ+PAgQO4d+8e3r9/rzBI+vz5M/bu3Ytu3bpBSUkJBgYGSEhIwNatW1FYWIgHDx6gW7dujKCqn58fo0Ohrq6OmJgYpq7K5XJcuXIFzs7OUFFRga6uLjIzM5lUp9u3byM2NhYsFguRkZHYvn07vL29oaSkBG1tbdy+fRt+fn7Q0tJC69atoaGhASKC1M4WATGd0bxfD/hHdYSe5TddojFjxjD3MXDgQCQlJf20PhcWFiImJgZsNhvLli1DaWkpOnfujKCgIIbwvH79OpO2ZWRkhGnTpuHly5e4f/8+xo8fD1NTUyYVbMSIEXjw4AHEYjHKyspw7tw5eHp6Kpzz9u3b0NLSqpdgKy4uhoqKSh2xzIqKCpiZmTECzjdv3oS+vj5DdpaUlMDBwYGJAFNSUsLx48cRGhqK/fv3/7QMvsehQ4fg7e0N4JtGSn3kDQA4OjpCWVkZ9vb2DPlUWVmJhw8fYt++fZg3bx769euHkJAQGBsbg8PhwNraGi1atEB0dDTi4+PRvn17+Pv7w8zMDGpqakwdZrFY0NTUhIGBAbS1taGvrw8jI6P/IibU4O7ujq5du2LKlCnYvHkz5s2bBxcXFzg5OTHfx2vXrsHe3h4dO3Zkrq+4uBjLli2DiooKNDQ0YGtrC6lUCmNjY0yePBlPnjzB1q1bYW1tjaCgICxfvhyWlpaIi4tDZGSkQuRIs2BjHN7Rvi4h8mkWUH4ekP+/9ujFixfIzMyEs7MzI4Ldpk0bdOvWDeHh4TAwMICRkRG8vLwglUqZiLegoKCffu9/BplMhlOnTiEhIQGamprg8/lQVVWFp6dnvULa36OkpASzZ8+GoaEhDAwMYGNjg/fv32P+/Pno06fPD/crKChAUlISxGIxFi1ahKqqKrx48QIBAQFwd3eHUCisd4LqxIkTEIlEOHr06E+vSy6Xo3nz5oiPj4eXl9cfTzZ1794dWVlZf7RPAxrQgAY0ECMN+FehoKAAWlpa/229jj9FdHQ0Jk+eDG1tbQURs3+KWhE5Dw8P2NvbY/PmzQrkR3Z2NkQiETZs2PDHxz527BgsLS3BZrPh4+ODkydPKpSXXC7Hli1boKuri+HDh6OsrAwfPnzAmDFjoKOjg9jYWNy9e/e3zlXrnhMUFAQjIyOkpaWhuLgYpaWl2L59Ozp27AgtLS3w+XxMnDixXreB7OxsNG3aVGFZrQZGfHw8VFRUoK2tjeHDh+PChQt1OpbV1dXYuXMnmjZtysye15fvXIsHDx5AR0cH+/fvh7+/P7y9vRW0P8rLy3H06FGMGDGCGQA6OzsjIyMDEydOhEAgQEJCAuLj45lUj9oBHp/PR2hoKBITE9G/f38mioDP5yMkJASjRo1i3CaMjIzw7NkznDhxQiGUePfu3Wjbtm29115WVoYuXbrA19cXubm5SEpKgkAgQJcuXXDu3DncuXMHYrH4p64Ocrkcx48fR1hYGMRiMdzc3ODk5IT8/HwcPHgQAoEAGRkZCvs8f/4cfD4fcXFxUFZWhqamJqN1ERUVxYTSP3nyBB8/foSXlxdMTU3BYrGgoqICNTU1dO3alUkB09PTY9w1agmjdevWoUmTJlBWVgaHw0Hbtm2xfft2Rm/h7du3MDY2hlgsxpMnT3D16rcUC3V1daioqEAgECAoKAjt2rVjhEj19fURFBSEmJgYJCUlYciQIejbty/CwsLg7OzMDJCtrKzQtGlTdO/eHT179gSfz8f27duhp6enUJcmTZqEhIQEDBo0CJ07d8bRo0exZcsWLF26FNOnT8eQIUPQpUsXBAQEwNbWFrq6ugxZVpt+8j3pUSuyW7tOJBIxmhBaWlro3bs3nj59itu3b2Pq1KlwdXWFSCRCQkIC9uzZU68T0o/w9OlTmJqa4vHjx0hNTYWHhwejnaKiogIbGxu4u7uDy+UiNjYWQ4cOhb29Pbp06QKhUIhhw4YxxNaFCxdgbm4OTU1NhIeHM/Xg4MGDyMrKQrt27RAXF8fcp6WlJQoLCzFp0iS4u7vj7t270NHRUUit+dGvVuA0Pz8fOjo69YoF19TUICMjAxKJBImJidDQ0GCIEJlMhkGDBsHR0RGZmZng8XgwMDBAaWkpLl++jMTERAiFQoSGhmLTpk3IzMwEn89Hy5YtoaOjg8aNG8PR0RHz5s3DkiVL0KtXrzrn79q1K8RisYLDllwuR5cuXWBqalrHbWP27NkKKTGxsbGYOXNmnXdOT08P69atAxGhqqoKQqFQwZHoV+jRowfmzp0L4JurUvfu3evd7vDhw7CwsGBST2pTFWUyGV68eIETJ04gMzMTo0ePRqdOneDi4gIejwcNDQ0YGhrC1NQUUqkUWlpa4HA4sLGxQUREBPz8/MDlcpGUlIRNmzYpuONIpVJwOByIxWLG0UlNTQ0qKipQVlaGvr4+QkJC0L9/fyxcuJAh97S1tZl6amJiwkQudO/eHSdPnkRNTQ1ycnLg4uICDw8P5OTkMJodtS4ocrkc1tbWCvVMTU0NXaPbYXXmBHTv6o/sXVmAXF5HI0RbWxuampowNTVFu3btYGtrC6FQiMjISGRkZODx48cK39vq6mpkZGTAzc0NSkpKUFFRgY+PD9auXftLkuSvv/7CmDFjYGxsDEdHR6SlpTHv4MGDB5mosVatWiE7O1uh/r19+5aJ7oyMjISPjw/CwsKYyYXr16/D1tb2l3Xo9u3bCAkJgVQqhba2NgYNGgSxWFzvN/bo0aMQiUQ4efLkL4+7b98+2NraoqKiAnZ2dnU0U36F5OTk/9YkVQMa0ID/f6KBGGnAvwq5ubl1Zuz+08jLy4NQKERaWhq6dOnyP3psuVyOgwcPwtfXFzY2Nli7di2mTp0KQ0PDX4qj/h0VFRWYOXMmdHR0MG7cOLx9+xaLFy+Gra0tHBwckJGRoTDD/fHjR4SFhUFbWxs8Hg+JiYl/pEb/d1y9ehUxMTEQCAQYNGgQI/xWUlLCdFK1tLQQGRmJHTt2MG42X79+BY/HqyMke/36dRgaGmLOnDm4fPkyxo4di0aNGsHAwACJiYnYunUrJk+eDKlUCn9/f6SlpUEikTADqfpQXV0NLy8vpKenA/jW8c/MzIRYLMaIESPqRKRcuHABmpqaaNWqFZNH/v1MPhFh8ODB2L17N1auXAkjI6N6U30+fPiAAwcOYOrUqYzFMZfLhaqqKpSUlKCsrMxYIm9YOw+rl/UHys8ClTcAmSLJIZPJMHbsWJibm+P+/fv49OkTFi5cCEtLS7i6usLb2xsTJ06scw3l5eXIysqCk5MT7OzssHTpUkRGRiI4OJgJ767Ny/87sSKTyWBpaQmBQIAzZ87g2bNniI6OZhxqXFxc0L59e/j5+WH37t2ws7NjXEj09fUZhxMiQtOmTbF//344Ojpi6tSpdcR3q6urMXPmTAiFQohEImhqasLT0xNjx45FRkYGo20hkUgwfPhw3Lt3j9HxmDlzJgIDA8HlctG8eXNMmjQJGRkZmDJlCtq3bw8zMzNoamrCy8sLCQkJ8Pf3R4cOHbB06VKMGzcOcXFx0NPTg66uLmP/ymazwWazGVHc2nQobW1t6OnpwdDQEPr6+hAIBAxpZGZmBn9/f3Tt2hXjx4/H+vXrce7cObx8+RIVFRU4dOgQQyjVRsvUOr7weDy4urrCyckJ6urqjFNMbGwsTp069Y/srd+/f48FCxaAz+fD2dkZXC4XTZs2xfjx4zFnzhwkJyczmg7t2rVDeHg4+Hw+k37w/PlzJCcnQyAQoFu3brh16xZMTEzg6emJnTt3oqCgAOnp6YwFsEQiYRw2evbsiYiICCZ15ezZs8xz5nK5PyRHlJSUsHLlSgXXq7S0tDoaG+fOnYOrqysCAgIYgtPT01PBzejLly/w9PSEkpISeDweoxHy/buxceNGmJiYgM1mo0uXLrh8+TIqKiqwd+9eBAcHg81mw8TEBD169KgjBJuRkQEDAwNMnz6dWZaVlQUHBwf0799fIWIkPz8fIpGIIXhevnwJgUBQb6rhuXPnGO2dvLy8Oil2P0NlZSWEQiFjPT5r1iyMGDGiznYVFRX466+/oKenx0QksNlshrjQ19dH48aN0b17d0ybNg2bNm3CpUuXUFBQUO8ERUlJCa5du4bNmzdj6tSpaN26NUNe1qZShYaGYuLEiVi9ejWGDx/OaIhEREQw9rocDgcCgQAmJibQ1dVlolC+1x5SVlZG69atcfz4cRQXF+PMmTNo3LgxGjVqhJ07d+L27dtwcXFBWFhYve3y9+QIi8XCy5cvkZycDHNzc3h4eMDMzAxisRgdOnRA7969YWVlxaSrNW/eHKmpqbh27dpvR4HIZDKsXbsWPj4+UFFRgZKSEtzc3LB06VKFqLR58+bBzc0NBgYGGDFiBG7dulXv8Vq2bIkVK1Zg7dq18PX1haGhIZKSkhj9sYEDB+LixYtwcXFB3759FdqOmpoa8Pn8X0bffv36FT179mTaRQ6HU6+W1cGDByEWi3HmzJlflkNlZSWsrKyYVJvNmzfD19f3jya8pk6dinHjxv329g1oQAMaADQQIw34lyErK+uXjjD/00hOTsawYcPg6Oj4UyeU/w7kcjljB8nhcDBnzpxf5gx/j5ycHFhZWaFt27Z1lOhrIwTat28PoVCIgQMHIicnB/Hx8RAKhYiIiICuri4GDhxYb2rAn+L169cYPXo0dHR00L59e5w9exbx8fFYuXIlCgsLkZmZiZCQEPD5fMTGxmL//v1o0aKFgvNKrcVt7Qzf9/eyadMmuLi4MOkTrVu3xooVK2BkZFRvzvT3mDZtGkJDQ+t0wN6/f48uXbpAT08PPXr0QLt27ZhUEDU1NaipqUFXVxft27fHqFGj0L9/f6aj7uDggGnTpuHy5cuYNGkSfHx8fqnhAgBr165lBttsNhsRbWxw5XhMPTnuQ4Avq4EaRd2WrKwsBXcemUyGAwcOIDAwECwWC8nJyXjx4gXev3+PSZMmQVdXF61atcLhw4fx9etXtGrVCuHh4cwgr7y8HBwOB/Hx8QrnKS4uRtu2bWFjYwNvb28cP34cLi4u8PX1xfnz53HmzBkIhUIYGBgwESJDhw5FYWEh+vbtC6FQyOTb8/l8+Pv7g8fjISIiAseOHYOvr2+95VNZWYklS5ZAV1cXrq6uaNSokUJ5jRw5Enfv3kVJSQny8vJw/fp1HDt2DFu3bsW8efMQHR0Ne3t7RtC1NoS/1llJVVWV+bc2JN7Q0BBsNhtubm5QVlZGcHAwfHx8YGFhwThaaGtrM6KmJiYmEIlEUFFRgVAohIuLC9q1a4cBAwYgLS0Nmzdvxrlz55CXl4crV65g6NCh0NfXh7u7O4YOHcqkJQQFBWHFihXYvHkzOnToAB6PB7FYzBA5tZaatTPTOTk5P7XrfP78OdatW4devXrB2toafD4fgYGB0NPTw4ULF34o+Pj69WtkZWWhc+fO4PP50NPTYwbJR44cQWFhIWbMmAF9fX2YmZnBy8sLHTt2ZPY/cOCAQnRMrXvW+vXrGZFFiUSCkJAQLF269FsaQ7Nm0NTURJcuXRiditatW4PH49V5T8vLy2FqaoqTJ0/i7du3iI2NhaGhITZt2qSwbUJCAuPqc/XqVVhbW6Nr164wMjICj8erk0b46dMntGrVCk2aNMHNmzcxbdo0mJubw97eHnPnzsX79+8ZIVo3NzcIBALG7lQmk2HBggVISEiAWCzGlStX8PDhQ4hEIty5cwfz5s3DoEGDmHMNHDgQAwYMYP4eOnQohgwZUu/zAABfX18oKysjKyvrj2zqDxw4AD8/PwDf3uGYmBjExsZixowZ6NmzJ4KDg2FkZARVVVVYWlrC2toaNjY2mDFjBmxtbaGsrKxA9Px3UFFRwWiZdO/eHatXr0b79u2hpaUFDQ0NqKurQyQSwdfXF927d8fIkSMRHx8PR0dHaGhoMELAWlpaDKFQ2xbo6upCJBIxaTvm5ubo3r072rRpAy0tLUyfPr3e+p6TkwM2m43NmzdDW1sbRkZGMDMzYzRhPDw8kJycjJCQECaKy8vLCwcOHPit9v1XkMlk2LFjByPmymKxGKHg2NhYHDt27JcptPv27YOnpyfKysqQmpqKJk2aQF1dHerq6mjZsiUyMjJgbGyMlJSUekmHsLCwnzqeXb9+HTY2NujWrRv++usvGBsbMymTI0aMYAj1ffv2QSwW4/z5879173PmzEHr1q2Zv2tqamBjY4Njx4791v4AkJ6ejsTExN/evgENaEADgAZipAH/MowePRrTpk37XztfUVERBAIB9u7dCwsLi3+UH/w7ePXqFZNrffjwYYSEhMDU1BTLli37aSfsyZMnaNu2LSwtLZGTk/PL8+zfvx+2trZMB3L9+vWorq5GYWEhunXrBjMzs/8x8ud7HRI9PT106dJFgex5//490tPTGWtQS0tLHD16FEuWLIGenp5CJ6u0tBQrV66Ei4sLLC0tMW/ePBQVFeH169eYPXs2I+AZHh7+Q4ebq1evQiwW49WrV6ipqcHt27eRmZnJDB5rU3ZqIwTs7OygpqaGlStX1jvbqKWlhZiYGIhEIri6ujJRElKpFH5+fnUEZL+HTCaDUChkBtuTR/n8UgCw8v1gXL2wQeHeTpw4AYlEUifXukOHDnBwcGCsJcPDw5nw+OLiYjRu3BhxcXEKM4hbt26FqqqqQhrVnTt3YGlpiQEDBuDq1atQVVWFVCrFtm3bmI72/fv30apVK6ioqMDX1xdSqRTW1tbgcDhQVVVlnBni4+Ohq6sLPT09aGlpwdramokwKCsrw5cvX/DixQuG4Fi1ahU6derERB/U6mPUhrJ/n5aiqakJExMTNG7cGJGRkejTpw/GjBmD2bNnY+XKlZg3bx5iY2Nha2vL6CMEBwdDR0cHNjY20NfXh7KyMtTU1KChocGQJlwuFy4uLujWrRvMzc0xb948hISE1Elxk8lkePfuHS5fvoydO3di/vz5GDp0KMLCwmBsbMxE1nC5XOYeakUp4+Li0LRpU3C5XAQFBWHBggUKugFyuRx5eXnYtWsXevbsyTgasdlsmJqaIi4uDrNmzcKkSZOYwb+uri46deqERYsW4ebNm6ipqcGlS5fg4eHxwzr5d9TU1ODChQsYOHAgMwgVCATo06cP7ty5g0mTJjERNRkZGejbty+0tLQYMeLPnz/j6NGjaNmyJVgsFho3bozt27ejpKQEGzZsYAgzdXV1mJubw8zMDO/fv0f//v0xcOBAqKqq1uuMsX79ehgaGkJHRwejR4+ul8ydM2cOBg4ciNTUVIhEImzatAmjR49GWFgYM4irbS8fPnwIGxsbDBgwQKF9qtV16N69O/h8PlxcXMBms5Gfn4/Xr19jzpw5cHFxgaGhIQIDAxndFisrKzg5OWHp0qUAvgn51ka51BImtemYxcXFEAgEP20rHB0dYWVlBalUirFjx9a7jVwux5s3b3D69GlkZWVh3LhxMDMzg7GxMYRCIaNL4e7ujuHDhyMjIwNHjx7Fs2fPmDYgPz8f2traKCgogEwmQ2JiIpSVlRETE/PLAfrPIJfLMWXKFKbeGhoagsvlwsPDA4cOHYJcLme0awYMGABLS0twOBxIpVJGcJjFYkFXVxetW7fGrFmzsGvXLjRu3JhJvVNRUWHIk1rBYRUVFUgkEiaSSyqVIjQ0FL169UK3bt2YFL/aiK0JEyZg/PjxzLdAS0sLcXFxcHR0hLOzc70io/8dVFdX49ChQ4wml6enJxwdHaGurg4WiwUbGxtMmzbtp5MV9+/fh7q6OhN1NWXKFJSWluLr168YOXIklJWVIRKJMH369HpTsGbPnl2vbo9MJsO8efMgEomwceNGfPjwAdbW1kzk07t375CQkAA9PT30798fYrH4h3pkf8eHDx8UIqZqsX79egQGBv7WMQBg48aN/+MRvA1oQAP+/WggRhrwr0L79u1/OsPxP40ZM2agW7du6NGjRx37yf8pnD9/HgYGBpg1a5bCrE5ubi5atmwJqVSKxYsXK4Rvl5aWYvz48RAKhZg5c+ZvWZc2b94cUqkUCxYsQGFhITZu3AhfX18YGRkhJSUFHz58QE5ODqRSKfr06fOP1PPrQ01NDbp37w6pVKqgQ/I9Lly4AA0NDejq6kJJSQmxsbE4e/YsHj58yNjIhoWF4eDBgwrkVHl5OYKCgjBw4EAUFhZi3bp16NChA7S0tNCkSRMsWrQIL168wKNHj2BoaIiwsDD4+/tDTU2NiXLQ0NCAgYEBunTpgsWLF+Ps2bMYM2YMNDQ04OnpWe+g4NGjRyAiFBcXo7CwEJ06dYKDgwOOHj2KjIwMxn3B1tYWgwcPRk5OTp00ncLCQqxYsQIpE9v8tmVk+duB8PYwhpmZGTp37oy0tDSsWbMGpqamGDNmDKqqqrBnzx74+PiAxWJh5MiRSEtLQ6NGjeDo6Ig5c+bAyckJAwcOrEPy+fr6wtramvl78+bNEIlEWLJkCfr37w+RSITg4GAMHjwYwDfb5d69e0MkEiE1NRVv375FQEAA7OzswGKxYGdnh169esHT05NxkTEzM2PcSXg8HnR1dRlyQ0NDA1KpFObm5pBIJFBRUYGlpSWioqKQmpqKRYsWoWPHjlBRUYG3tzd69eoFb29v3LlzB3PnzkVISAi4XC6kUil8fHzQrFkzBAYGMtEetQRW69at0bJlS3h6eoLNZkMsFiM+Ph47d+6ERCJBRkYGrK2tUV5ejtevX2P//v3o378/46hDRHBzc0OvXr2Y+vL9u/L582esWbMGISEhjB7NtGnT0KZNG/B4PAQFBcHQ0JBJL9DT04OxsTF0dHTA4XBgbm6OoKAgxMXFMelD+/fvx61bt1BUVITq6mpcvXoVffr0YaJ0ah1pavVw+vXrh8zMTFy9epVpG86cOQN/f/8/eXUZ5ObmMiSOUCiEsrIyJBIJ+Hw+JBIJIzRMRHB0dFR4T/T09LBt2zasWbMGTZo0gY6ODvr27QtVVVXExsYypFFYWBjOnz+P2bNnY8CAAVBRUanjwHLo0CHY2NhAW1sbaWlpP7zeDRs2QCAQwN/fH8+fP8epU6egr6/PuGVduHABurq6GDZsGCQSyS/t3z9//owpU6aAiKCjo4Nhw4YxBOLdu3fh7+8PbW1tODg4QCwWw8jIiGnLr1+/DicnJwBAu3btFK571qxZiImJ+em5tbW1MWPGDEgkEvj4+ODAgQNIT0/HkCFDmLQTdXV1SCQS+Pr6IjY2FuPHj4eGhgays7Px/v17RujyVy4hfxcXz8zMhIqKCtzd3X+qW/QjyGQyDBw4EE5OTgyR5ufnh+joaIjFYsybNw+pqanw8vKCUChEQkIC0tPTMWjQIEgkEjRu3BgrVqzA3bt3cfToUSxduhTJycnw8/NjiNHaOlir78Tj8TBw4ECcPHkSa9euxaBBg+Dl5QU+n8/s871zTO2/6urqcHFxgaurK1q0aAETExPo6Ohg/vz5/yh9rT7I5XJcu3YNycnJ0NPTg5eXFxYtWlTHxe306dMICwsDl8tlJjHGjBnD6C1VVFSgT58+CqlFKioqzPrt27dDLBbjyJEjuHbtGvr06QM+n4+OHTviyJEjTNt/6dIlODg4KJz7/fv3aNmyJby9vfH06VMUFxfDxcUFkyZNqnM/s2bNYvSJfieFBgB69+5db4RUdXU1LC0tcerUqd86zsGDB9G8efPf2rYBDWhAA2rRQIw04F8FOzs7BaHM/yQqKiqgr6+P8+fP/1Yu7j/BmjVrIBKJsG/fvh9uc/nyZbRt2xb6+vqYO3cu1q9fD2NjY0RFRTFCbPWh1vLQ19cXVlZWWLVqVb0hxdevX2cEJ2NjY3H06FH06tULRkZGv+xI/y5Wr16Nbt264dq1a4iNjWXyn2vTfsrLy6GtrQ1HR0dcvHgRcXFxjP6Ap6cnsrOz64QCy2QydOrUCZGRkQrkRUlJCXJychAbGwupVKrQcRQKhVBTU4Ovry9GjhzJCH/+HVVVVdDT04Orqys8PT1x48YNhfWJiYnQ09Nj/pbL5cyznDdvHp49ewY9PT0sWrQIM2bMQHBwMLhcLpo0aYKZM2f+v7x0eTlQNOq3iREUDoa8ZAnu37+P9evXY/DgwfD392csMGtnRidOnIju3bszNqNyuRwbNmxgUjKGDRumoCfz5csXRtOhqqoKgwcPhomJCRISEqCtrY327dtj1apVmDp1KjQ0NBjhTktLS/j6+sLOzk5h4FE7UPb09ETHjh2RkJCAgIAAJsKAxWJBLBZDIBAgJCQEXl5eUFdXB5/Ph5OTExYvXsx08isrK/Hs2TOcPn0a69evh7e3N3R1daGiogIOhwNlZWWoq6vD1tYWISEhCAsLQ3BwMCwtLaGurg4/Pz9MmzYN169fr0MG6evr4/Dhw5gxYwasrKyYAVK/fv3w+PFjZrsePXogJSUFI0aMwKBBg5Cbm4slS5agT58+8PLyUkjV4XA4jCZKYmIiRCIRPDw80L59e7i4uEBNTQ1isRibNm2qQ5aVlZXh0aNHOH78OFavXo2pU6eiR48e8Pb2hkQiYQZytZE7wcHBSE5Oxvjx49GxY0dIJBIYGRmhRYsWCA8PZ2agnZ2d0bx5c1hbW+Ps2bP/aJC7atUqWFlZobCwEAcOHGDS2b7XfNDQ0ICGhgbGjRuHO3fuwNzcHJmZmQrHycvLY1xBautM//79MWfOHCZyxNnZGQ4ODgzJ8vTpU7Rr1w4WFhbYt28fzp07ByMjIwX9kVrs3r2b0aaprq5GcXExjI2NFSLq5HI5Ro8eDSUlJQVb3J9h27ZtsLW1RceOHTFmzBgYGhrC09MTS5cuxYABA5Camoq0tDRGbNfBwQGZmZl4/vw5eDweTpw4AVNTU4bgrqiogIGBgcL37PPnz7hx4wZ27NiB1NRU9O7dG0QEAwMDpg2ztLREnz59kJaWhp07d+LmzZt1nue+ffvQuHFjhWUuLi64du3aT+8xNzcXVlZWCu/JxYsXoampCV1dXeTl5f2ynGpRVVWFqKgoWFtbw9zcHC4uLrC3t8eDBw+YdB0lJSWYmppixYoVmD9/Ptzc3CCVSjFu3Lh6Xbvev3+PQYMGQU1NDV5eXvj48SMeP36MDRs2QCqVgsViQU9Pj4k0qU2Vs7KyQocOHZCUlITw8HCmLGvJWSsrK0aEuJaoq62f7u7uiI+Px8KFC3HkyBG8ePHijyNH8/LykJKSgkaNGsHc3BwTJ07Ew4cPf2vfK1euIDIyEnw+n0nl09TUhL+/PxPVKBFrYPgAN8hLViHvzijsXt8eLx5t/fZ9+S+UlJQgIyMDzs7OsLCwQGpqKt68eQMej8dEMB08eBD6+voYN24cqqqq8PXrV/j5+SE5ObnOO7J582bo6enhxo0b2Lx5M4yMjNC5c+ef1pEbN25AV1e3Xj0d4Fs/oUmTJr9VLn8aAdeABjSgAUADMdKAfxFqamqgpqb2R04M/x2sXLmSydP9Po/+fwI1NTUYNmwYLCwsftsBpnYWSFlZGX379v1hiG11dTU2bdoER0dHuLi4YOvWrb8VCl1YWIg5c+bAwsICbm5uGDZsGExMTBAfH4+ioqJf3FAhULoPKJ4BFA4HCkcAn+YAZScA2dc6VpHf65C0adMGDg4OsLKyQmBgIMzMzODh4YHVq1fjypUrGD9+PCwtLWFhYcEMuORyOQYNGoTAwECcP38eGRkZiI+Ph42NDTgcDoyMjGBqagpNTU2IxWKoqqrC19cXEokEVlZWGDVqFC5evPjDDu7GjRvRpEkTyGQyrFq1ChKJBMOGDWPK3NjYGHFxcXX2e/LkCXx9fdGsWTPs3r0bYrGYCRn+/Pkz9u3bh4EDB8LGxgZisRhZGT3+iBRhfjXvGV2awYMHMwSDnZ0dJBIJXF1dmRDrDh06YODAgUwaRHp6Opo1awYNDQ1YWFigZcuWTJSHtbU1Y9Vaa9dqY2ODJk2aICIiAj4+PmCz2bCwsEBaWhp2796N+fPnw8HBAXZ2dtizZw+qq6uRmJgIY2NjGBkZKcyGPnjwABwOB76+vjAxMVFIh/Hw8IC1tTW4XC68vLzg7e0NfX19qKioMJa70dHRCAgIQGhoKFasWIGWLVtCWVkZTZo0qSOICXzTjsjOzkZSUhKsra0hFosRHR2NrKwsvHz5EioqKqioqIBcLoejoyOio6Ph6emJHj16QF9fH5aWlujduzc0NTXx6NEjiMVihjCRy+W4fv06hgwZAl1dXTg4ODCONLWkXq3DDo/HQ/PmzdG6dWu4uLj8cGAAfCOpjhw5ggkTJiAoKAiamppwd3dHcnIydu3ahSdPnuDOnTs4cOAAli9fjnHjxqFbt25o0qQJLC0toaqqyrh7cLlcuLu7Izo6GqGhoRCLxXB2doa6ujqsra3RpUsXpKam4siRI7/ltjV48GC0aNECt27dgqurK2O7SkQIDw9n3EZq0wHMzMzqDbG3s7NDQEAAkyLF5/PRpEkTZGVlYc6cOeDxeMwxevXqBaFQiJSUFIVn3LFjR6SkpDB/f/36FX369IGZmRlyc3MZB7Ho6Gj079+f2a6iogIJCQlwcnLCpUuX4OjoiEGDBv1ysDtu3DgMGzYMfD4fHz58QE1NDQ4ePIhOnTpBVVUVTk5OEAqFOH78OI4ePQqBQMDoXCgpKcHExATr1q3D+/fvkZubi169esHc3ByxsbFM26Surg57e3uEh4djyJAhGD16NIgIJ0+ehFgsxsuXL2FoaIjdu3f/9Frj4uKwaNEihWUGBgY/JdKBb3XaycmpjtXq27dvGdeY+ixa/45Pnz4x+iBBQUFYs2YNOnbsyAgW9+/fH0ePHsX27dthY2MDFosFPz8/HD58uN5vVXFxMcaNGwehUIikpCQIhULmPVy2bBm0tLTg5OQEQ0NDqKqqQiAQYMSIEUhJSUFkZCSTzsbn85loESMjI2hqamLo0KFYuXIl9u3bhw4dOkBNTQ3+/v7gcDjo2LEj7O3twePxGGHlWr2R2hSqAQMGYO3atbh8+bKCgHhRURFWrFiBwMBA6OjoIDExEbm5uf/IUe/NmzcYOXIktLS0YGpqypAkxkb6WL0kHJXvBvzgWzHy2zf4b650Fy9eREJCAqMjNHHiRAwePBhSqZRxlKmoqEBoaCh69OhR55rXrVsHfX19hVS30tJSTJ48GUKhEBMmTKhD+srlcgQGBmLZsmU/vM+qqiqYmZn9VvTJo0ePYGFh8cvtGtCABjTgezQQIw341+Dp06cwNjb+XzmXTCaDra0tjh8/DldX1586nfwpiouL0bJlSzRt2rReLYy/49OnT0hOToZIJMKiRYtw/fp1dOnSBWKxGNOnT2c6YxUVFVi+fDksLCwQEBCAAwcO/KNOWK2IZ5s2baCjowMXFxfo6upiz549dTeWy4Gy40Dh0B8P4ovG4OHd7fXO7ty6dQsCgYARwNTQ0FBwk/h/p5Ez6QM6OjqMzaqKigr09fUZ9xN1dXU0btyYiQZ59OgRTExMsH//fuY4V65cUXC4qe2k1+oLyOVyuLm5KUTxfPjwAXFxcTAxMcGOHTvAYrFw5cqVesuvuroakydPZqxDra2t6yWW8vLykHd3/D8iRtat6MXokzg7O6NPnz6MaKyRkRFUVFQUBAlrZ0jZbDa0tbVhY2ODZs2aoUmTJtDX12f0O/h8PiN2WjsAqqmpwdq1a2FsbIzw8HCkpaUhJCQE169fR4sWLWBubo5NmzYpDCzlcjmmTZsGbW1tNGrUCHv27MHy5csxbNgwxrLy7+4+LBYLQqEQXl5eMDAwgIODA/bu3VtnoLR06VL06dOH+fv06dOMTkBmZuZPw97z8vKQmZmJzp07QygUgs1mY9CgQZg+fTrMzc0hFArx9OlT5h5u3LiBli1bMjonOjo6jJOOvb09k8KUnp6OsLAwaGhoMO49Tk5OGDp0KNLT0zFz5kw4OTkxjhYuLi6Ij4/HggULsHfvXmzcuBHDhw9nok8aN26MsWPH4uDBg3+c0iaXy/Hx40dcvnwZM2fOZKKVakUZ9fT0oKKiArFYDHNzc1haWsLQ0BAcDgc6OjoICAjA0KFDsXv3brx8+VKhDal1k1BXV4e7uzvYbDZEIhF8fHxgY2MDJSUljBw5Ej4+PvDw8IClpSVYLBYjVpqbm4t3794xqVa1dqNlZWXYvn07wsLCGCKhQ4cOTPRRcHAw9u/fr1AXHj9+DB0dHbx//54RiYyNjWXKy8/PD+PGjYOtrS1Dpr979w6+vr7o2LEjQ3IWFxcjMDAQXbp0+WlKYlhYGHbu3InevXtj8uTJCuuio6Ohr68PPT09SKVSDBgwAG3atIGTkxOSkpKYd4+IwOFwYGtrCy0tLXTt2hWrV6/GmTNn8ObNmzrt9cyZM8Hn87F7926GWL506RJEIlGdKLZalJeXg8/n482bNwp1opYE/BWWLl2KDh061FleUVGBpk2bQklJidFP+TsqKysxf/58JnUtNjYWjRo1YpzDunTpgps3b2LYsGHQ1dWFj48Pli9fjhMnTsDOzg4REREKkZmlpaWYOXMmRCIRevTogby8PMyePRtOTk7o2rUrNDU1oaSkhKZNmyI9PZ2JtKkleo2MjDBq1CgcO3aMqWPKysrYtGkTdHV1MXHiREybNg0BAQGM5oiKigoMDQ2Zurxu3TpcuHABeXl5uHnzJnbs2IHJkyejXbt2aNSoEXg8HthsNjgcDthsNlRVVZnrsrGxwZgxY3D37t1/lI5z//599OzZk3F6+1576PmzR3hw+UeEyN9+X7cqkCO1KC4uRnBwMJSUlMDlcjFt2jQUFhaiuroa7du3rxONCXyLHDMwMMC9e/fqveaXL18iOjoaUqkUGzZsYOr09u3b4eTk9MtJmszMTISGhv6ybAoKCiAQCH65XQMa0IAGfI8GYqQB/xocOHDgtz6Y/xPYu3cv3NzccOXKFZiamv6Pia7+SOivPshkMmRlZUFPTw+9evXCx48fFdbfu3cPsbGxEAqFCA0Nhb6+Plq1avXbub6/g6dPn2L48OHQ1tZmZv8U8qFLD/xe+kfBYCT19mN2e/XqFSZMmAAVFRUIBAKkpKRgzZo1DNGRlpaGZ8+e4dChQ5gyZQpD0giFQujp6TEWt2w2GwKBAO3atcP+/fvrlGmPHj3Qu3fvH97fgwcPMHPmTCbHPTY2FlOnTq0TTl6LY8eOMW41r1+//mnZXbhwARYWFrCzs0OzZs3q7xh/mv2PiJFZk/yZ3PjQ0FAkJiZi0qRJWLp0KXbv3o0JEyZAIBBg7NixYLFYjDhreXk5Ll26hCVLliAhIQGOjo51bDD9/Pzw119/QS6XIycnB46OjvDz82NsVu/evQtVVVWIRCJMmTIFR48exbp165CSkoK+ffuidevWcHBwgLa2NlRUVEBEEAqF8Pf3Z/QpOnXqBG9vbzRp0gSHDh0Cm82Gq6srxGIxOnbsyFjgcrlctGnTRmGme/PmzejcubNCMT569IghI6ytrbF169ZfvrO1Lgu1FtdsNhvGxsaYNm0aLl68iJqaGtTU1MDExASnTp2ChYUF4+JR61zh4ODADO7V1dXh7++PefPmMeRKLWrtlN++fYsnT55g+vTpCAoKYgRIawkrf39/jB07Frt378azZ8/+EbFZH2QyGaZMmQIrKysYGhrC3t4ew4YNw6ZNm7BlyxbMnj0bAwcORPPmzWFhYcGI29ZGvejp6cHFxYUZ+NcuP3DgAFJTU9GqVStIpVL06NEDNjY2UFZWRmJiIp4/f47CwkIMHDiQaUNq79fR0RE6OjoK7hTAN6KrdqBJRLCzs0NKSgrc3d1hZmaGtLQ0hlAePHgwfHx8GJHI7xEdHQ0ul4vr168DAK5duwYjIyNMnjy5Tt0oLy9Hhw4dEBIS8kMiysjICE+ePMFff/0FiUSCq1evIjs7G3PnzoVIJGJIMVVVVcbqWVlZGS4uLlBRUUH//v1x+/ZtzJo1CyYmJlBRUcGoUaN+GjEYHh4OJycnRhi0Flu2bIGxsXG9aYB79uypI2JZVFQEbW3tH57ne3z+/Bl8Pr/e9k0ul2Po0KFgs9no3bs3Uz8rKiqwZMkSRhtIU1MTpqamGD58OC5evIj8/HwEBQXByMgIhoaGGDNmTB3xzYqKCowZMwYSiQTr1q3D4sWLoa+vjzZt2mDGjBmIj4+HiYkJlJWV4eDgwETkLFiwAJGRkYyQclJSEnbt2oXr16+jcePGCAwMxLNnz1BaWgo+n89oUiUkJODJkydo3rw5nJycGKei+Ph4jBw5EhKJBElJSYiOjoa7uzu0tLQgFArh7e2NuLg4TJ06FZs3b8bVq1exd+9edO7cGTweD8bGxnBycoKlpSV4PB5YLBajq8Tn8+Hg4ICOHTti+vTpOHHiBD58+FDnPc/NzUW7du0gkUgwdepUpr7n5OT8P3Lr644/+26UK044yOVyZGZmQltbG1KpFGfOnEFsbCy0tbVhZmYGb2/vOkTa8uXLIZVK6zy7+nD27Fm4u7vD19cXZ86cgYmJCRON8jNUVlbCxMTklw43NTU1UFJS+o8J4jegAQ34d6KBGGnAvwbz58+vV0H9P4GAgABs2rQJffr0+R+zLDx8+DDEYjFjI/kzXLlyBd7e3vDy8sLly5fr3aagoACTJk2CUCiEqakptLS0MHbs2N8Kif9TlJWVISMjg9E5iIuLQ0nhjT/qmH1+kYiXeXcQEBDARDBMnDgRNTU1qKiowKVLl+Dt7Q07OzvweDwmx9vGxgZGRkbQ0NCAg4MDNDQ0sHDhQrx79w41NTU4fvw4evfuDR0dHfj5+WHRokV49+4dsrOzYW5u/tsWxK9evUJ6ejrEYjHU1NTQrl07rFmzhtG6qIW7uzuMjY2ZCJ6fzYB9/vwZ3bt3h7q6OqKjo+tuUDL/HxEjU0b7MsSIn58ffHx84ODgAFNTU4hEIqipqSlEimhra8PV1RUBAQFo1aoVOnXqhISEBCQkJDDkhaWlJVxcXMDlchnNCA6Hg8DAQCQmJiIuLo4RT62N+Kh1gunatStGjRqFJUuWYO/evbh58yYKCgpw7tw5BAcHfwv7NjZGYGAglixZAuBbxzYxMRFOTk5o2bIlrKys4O7uDrFYjNmzZ+P8+fMYNGgQE/7u5+eHkydPIicnp16C9Ny5cxCJRFi2bBnc3d3h6uqKgwcP/pBcOH36NBo3boxHjx6Bz+czKQpDhw5lBl62trbQ1NSEhoYGOBwOli1bhvHjxzMh+0pKStDW1oaamhqaNm2KRYsWKWiTyOVyzJgxA0KhEJ06dYKFhQWEQiHCw8MxZ84cXL58GVVVVZDJZHj06BG2bduGsWPHonXr1ox7TWBgIAYNGoSsrCxcu3btH1uFrlmzBnFxcZDJZDh37hwGDRoEAwMDODo6Ytq0afUOVB8/foxt27ahRYsWUFFRgYaGhgKJpqSkxDjR1KZimZqaIisri5npjouLY2bMt27dyhAuRkZGUFJSglgsxrBhw7B7924kJSVBLBbD2NgYZ8+eZTRZdHV14enpieHDh6Nz587Q1tZG586dGVvlv0f01dTUwMLCAj4+PgC+EQkikaiO/fff9+nXrx9cXV3x9u1bFBQU4OLFi9i4cSPGjBkDZWVlNG7cGPr6+mCz2dDT00Pr1q3RpUsXKCkpYcCAAbh//z6T7lNZWYkFCxZASUkJLBYLXl5eOHfuHORyOYKCgjBjxgyMHDkShoaGcHZ2xuzZs+uQEVZWVoiJiUHr1q3rpM9MnjwZXl5edXRWYmJikJ6errDswYMHsLKy+nUl+S/069evTlTM99i4cSNjXzt48GBwuVxwOBwoKSkhICAAV65cQVVVFXJyctCpUydm8D1+/Piftpc1NTUYPHgwY5MukUggkUjQuXNnLF26FAsWLGDstyUSCfT19REXF4c1a9bUmyZUU1OD2bNnQyQSoUmTJlBVVUV2djZ0dXUxfvx46OjoIC0tTYFQ79mzJ1asWAF/f3+FtCG5XI4PHz7g7NmzyMrKQu/evWFra8ukHvJ4PHh5eaFnz56YNWsWdu7ciTt37qCoqAj37t3Djh07MGLECLRo0QKWlpaMsGotySiRSGBhYQGxWMw4Ln3/7fn06ROICBYWFrj/10WgcMgffTMq3o8C5N/KvqioCJGRkXBycsKNGzfA5XJRXFwMuVyOnj17wszMDFZWVrC3t8eiRYtQXFyM9PR0GBsbK7Rvv0Lt5A6Px4OJiUm9zjj1YdmyZQqptz+Ctrb2r9N8G9CABjTgOzQQIw3416Bfv3518qb/E7h48SJMTExQXPzNSvH7kOR/ArlcjgULFkBPT++X+dkfP35Er169oKenh6ysrHpnQ16/fo2hQ4dCKBSiV69ejEjds2fP0KdPHya/+j8hFls7y6SlpYW9G8P/eEA/fawfE1LesWNHDBgwgBHerBVe5HK54PF4MDIygp2dHbhcLoKDg7Fs2TLo6OgwkQt/R2VlJXJychAXFwdtbW2oqqpixIgRv5WuVItaHYnXr19j3bp1aN++PbS0tNC0aVMsXrwYL1++hKqqKlavXo379+8jMDAQHh4ezKz0j7B69WooKSkhIiICBw8ehKWlJRwdHbFzXfQ/IkbmpyZAXV0dSkpK9c4ab9iwARKJBGvWrIFUKoWqqir27t2L06dPIycnB5mZmQgMDGQGuHp6erCxsYFIJFIQ1Kzvx2azGf0HOzs7xgEmIiICsbGx6N69O4KCgiASiSASidC+fXv07t0bLBYLKioq2Lt3L+7evYu8vDzk5+cjJSUF2traaNu2LYYOHQqpVAoHBwdEREQwnfX9+/ejUaNGUFZWhpaWFiQSCU6dOlVnkLVlyxYYGRnh9evX2LFjB2xtbREYGFhveta2bdvQoUMHxnFnx44dCq4RtQSTmZkZkwpRO/sbHByM7du3K6RjbNu2DfHx8dDR0YFYLGb0UthsNtq0aYMlS5bgzp07fzTD+fHjRxw9ehSzZ89GTEwMY0fq6OiIuLg4zJ07F8eOHfutOr58+XL06tVLYZlMJsPZs2cxcOBA6Ovrw8nJCdOnT2eEIT9+/Ij27dvDwcEBbdq0AZvNRo8ePZCfn49p06YxKXDf1w9zc3PY2trC2NgYampqjI6Irq4uLCwsQETo168fBAIB2Gw2QkNDGbtnFRUVhISEwMXFBXPmzEFKSgq0tLRw/fp1HDhwAFFRUdDW1oa7uzvU1NSgra0NIyMjODs7K+iPpKSkwMXFhYnAMTExqSPaLZPJ8OLFC5w4cQKZmZkYPXo0OnXqxBAfPB4Pbm5u6NSpE7p27Qpzc3OcOHECL168wIEDB+Dg4IDPnz/D2toaDg4O9aZbvnv3jnHb8vHxYcqFz+czaREymQwnT55kiKSmTZsiKysLnz59goaGBpYvXw5dXd06lr5yuRxdunRBVFQUQ/6VlZVBW1u7Tptw5syZOmKsP8OtW7dgaGhYb5RbTU0Njh49Cjc3N4YQa9WqFSQSCZYsWYJ79+5h5MiR0NfXh7e3NzIyMlBUVARPT08mKuN75OXlMaKbtXUgMDAQzZs3h1AoxIgRIzB48GBYWlqCiKClpYWZM2fi3r17vx1RtWfPHhARY2FsZGSEli1bKghQ1yI+Ph6rVq1CZGQktmzZorDuw4cPWLhwITw9PaGnp4ehQ4fi+vXrqKmpwatXr3D8+HEsW7YMQ4cORdu2bRl7cGNjY4SEhKBfv36YN28e9u3bh4cPH+Lr16+4c+cO893m8XiQSCQKduRqamqQSqVwcnJiSOwJw39t717fr2O4Lby8vCAWizFo0CDmnQkJCcG+ffswbtw4uLm54dOnT5DL5Th58iS6dOkCdXV1cLlc7Nq164+j2F6/fg2BQIC+fftCR0cHM2bMqFcP6ntUVFRAKpX+cFKoFmZmZoyAewMa0IAG/A5YAEANaMC/AE2bNqXRo0dT8+bN/6PniYyMpICAANLU1KT9+/dTdnb2Pz5WZWUlJSUl0eXLl2nv3r1kampa73Y1NTW0bNkymjp1KsXExNCkSZOIz+crbPPkyRNKS0ujHTt2UPfu3WnYsGEklUrrHOvVq1eUmppKmzZtou7du9OIESPIwMDgH99DfagoLybV0snEZrP+aL+8l5/JzHU1ERGJRCIyNzen/Px8+vjxI7m5uZGbmxutWLGCbt++TZaWlkREVFpaSnPnzqWpU6eSqakpTZs2jSIjI0lFRaXecwCgiIgIYrPZpKqqSocOHaLGjRtTVFQUtWvXjrS0tH54fQMGDCA+n0/Tp09nlpWVldGRI0do9+7dtGvXLvr69StNmTKFOnXqRLa2trR27VoaNWoUxcTE0NSpU4nL5dZ77FOnTlHz5s3JzMyMnjx5QnK5nLzcdenSkag/KsOCogqalaFGIc1a0P79+2nBggUKZbFw4UKaNWsWzZw5k5SUlOj+/fu0aNEiksvlZGZmRnl5eVRWVkYsFoskEgl9+PCBBg0aRLdv36YbN25Q7969afTo0aShoUHp6ek0Y8YM4vP5VFhYSMHBwWRqakrPnz+nI0eOEJvNJnt7ezIzMyOZTEaPHz+mx48fk4ODAzk6OpJAIKDS0lL6+vUrXb16lR49ekR6enokFArp69evzK+mpobkcjmJRCJSVVWlDx8+EI/Ho6qqKvL39ydjY2PicrlUVFREOTk5VFxcTBKJhMrLy8nf35+aNWtGAQEBJBAIKCsri3Jycujs2bOkoaFB69atoylTppCzszNNnz6dnJyciIhoyZIldP36ddq8eTM5ODhQ+/btacOGDVReXk4xMTFUVlbGlJtcLicXFxdyc3OjN2/e0Pnz58nOzo5CQkLI2NiYPn36ROfPn6dz586RQCAge3t7+vjxI129epVUVVUpKCiIWrVqRa1atWLq9T9FRUUF/fXXX3Tz5k26efMm3bp1i27dukVaWlrk4uJCLi4u5OzsTC4uLmRubk5sNpuIiNLT0+n+/fu0ZMmSeo8rl8spNzeXtm3bRjt37iQ1NTUqKCigsLAwunjxIr1584Y2btxIkZGRVFVVRXFxcbR7926qrq4mNptNxk72FNI9huwCfAkqylRdUUkv796jF+evkOztR8p79owePnxILBaLvLy86Nq1a1RTU8OcXyAQkKurK3E4HLp58yYVFxeTpqYmff36lTp16kRLly4lJSUlGjBgAO3du5cMDQ3p7du35OnpSSdOnCB1dXXq27cv+fn5Ue/evWnnzp3UpEkTcnZ2puTkZCosLKSnT58yv7y8PBIKhWRhYUEWFhZkaWnJ/D83N5dSU1Np//795OHhQQsXLqQHDx5QRkYGEX1rYxwdHUkqlZK+vj49efKEZsyYQQEBAQpl2qdPH+LxeHTy5EkqLS2lBw8eULNmzaisrIwePnxIPj4+lJCQQOHh4cThcKiiooJycnJow4YNdPz4cfry5QvNmTOHZs2aRR8/fiQWS7G9LS8vp6CgIAoLC6OJEydSdnY2LVq0iE6cOKGw3Y4dO2jz5s20c+fO365n/v7+NGLECIqIiKCamho6e/Ysbd68mbZs2ULl5eVkZWVFI0aMoPHjx9Pbt2+pbdu29OHDB3r16hXFxcVRfHw8NWrUiDmegYEBXblyhaqrq+n06dN06tQpOnnyJJWUlBCLxSJNTU0aPXo0OTg40MmTJ+nYsWN0/fp1Zl1FRQXJZDJ68+ZNnW/jzwCAXF1d6cWLF6Surk7v3r2jwYMH0/z58+uUJxFRXFwchYaG0tWrV8nMzIz69u1Le/bsoQ0bNlBubi6Fh4dTbGwsNW3alJSVlX95/pqaGnr58iU9evSIaR8fPXpEDx8+pFevXhHRt7ofEBBATZs2JWtra7K2tiZ9fX168eIF5ebm0uXLl+nAgQP08uVLIiLatymcwlqY/XYZ1GLT7nzq1ncryeVy4nA45OPjw7T9J06coPz8fDpz5gyJRCJmn9mzZ9OSJUsoOjqatm3bRlpaWtS3b1+KiYkhHo/3y3N269aNjIyMKCUlhZ48eULDhw+n27dv09y5cykiIqLeZ0D0rX0+fPgw7d2794fH9vDwoIyMDPL09PzjsmhAAxrw/1P8n9IyDWjA/yAMDQ3/yC7wn6BW0O/Lly/w9PRUsHj8U7x//x7+/v6IiIj4aTrH6dOn4eTkhCZNmiiovNfi1q1biI6OhkgkwoQJE347VebNmzdITk6GQCBAUlISXr58+Y/vpQ6qnv2jGSsUDgaPpwoiApfLxeLFi3H16lWFUObQ0FDs2rWL+fvjx4+wsrLC4sWLsXfvXgQHB0MqlSI1NbXeMNq1a9fCwcGBSTn48uULNm3ahPDwcGhpaaF9+/bYunVrHXejwsJC8Pn8n4b7RkREwNDQEAMGDIBUKoWNjQ1Gjx6NQ4cOoVu3bjA2NkZ2dvYP99+8eTOjnUD/Ndt64UjsH5XfjfNpjJ2xi4sLoqOj0bFjR3h4eDBpMIaGhggICEDXrl0xevRopKSkMOHpOjo6TORNrW5E7cxsrfDeypUrIZVKERERgb/++gvAt5m/8ePHQ1dXF82bN8eQIUPg4+ODqKgoaGlpgc/nQ1tbG0KhEC1atMC4ceOwe/duvHr1itEmaN26NVRUVNC3b1+FyImysjJoaGhAIBBg5syZTOSHk5MTeDweYmJiMHfuXEydOhVJSUmMRa++vj4TZVQrIMjn8xnLzVqbUXNzcxgYGDAaNi1atGB0UOi/BDG9vb0RFhYGKysrJjpEIpEgKioKoaGhKCoqwufPn3H69GlMmjQJ7u7uCg4wbm5umDp1Ku7du4dDhw5BLBbj6tWrTDRJQkIC9PT0YGVlhUGDBuHgwYP12s3+E8hkMjx9+hQ7d+7ExIkTER4eDmNjY/B4PPj7+6N///6IjIxEdHT0L8/5+fNn9OzZE3p6evD29mbSsUaOHMmE0T9//hx8Ph8aGhpQVVdH3OxpmHvnwg9/s88fhbGdbb0RSAMHDkROTg5iYmLA5XLh6uoKb29vmJiYwMHBoU60Ep/PR1RUFBYuXIiMjAx069YNfD4fSkpKjD13rZYJEcHU1BQtWrRA//79MXfuXGRnZ+POnTu/dDfLzs6GWCzG4cOHkZCQgIyMDIX1ffr0gYaGBr58+QI3NzdcvXpVYf2dO3cgkUhQVFSEw4cPQ1lZGTt27ICOjg4+f/6M0tJSrF+/Hk2bNoVIJMLAgQMVIs927doFNpsNOzs7qKiooF+/fkwqzvd4+/YtjIyMsHXrVkRHR9e5TgBYsmQJ+vXr99P7/TtWr14NNzc39O7dGyKRCIaGhuDxeGjRogVu3LiBmpoaTJ8+nUkpY7FYSE5OrhNl8vz5c6xcuRJsNhsmJiZMaszw4cPh6ekJExMTxMbGomXLlkyUzogRI3D48GFcv34dbm5uMDMzg4aGBpo1a/ZH91B7H7XphBwOB+vXr4eNjQ2io6PrpEkC37Rp1q1bh549e8Le3h58Ph8tW7bEhg0b6jit/BO8efMGI0aMgFAoRFRUFHbv3o29e/dizpw56Nu3L5o0aQKpVAo1NTU0atQI7dq1w/Dhw2FmZsa8B2f2R/6jb++eTXF4+/YtKisrkZ6ezlhu17Z3CxcuVGiXU1JSYGVlxaQpyWQyHDlyBB06dACfz0efPn3+P/a+MyqKbdt6dpNzzhlJKkhGREUUEUVUFBUjigmzmHM6HsWAggGzGEBRFHMAEQEV0xEDqCAokpGcGxq6e30/eNY7XDCde+773r2POUaPhq6qXbt2pb3XnnOu76aAfvLkCWlqarbr/8TFxVH37t2pf//+9ObNmw63bWxsJE1Nze+yMQcOHPi3GuN3ohOd+M9HZ2CkE/8RqKurIwkJiX+50dacOXNozZo19OrVK9LR0fmpNLcd4dWrV6Srq0vr16//Zp0LCgpo/PjxTKe2IwM2T09Pxoz0V7NTfMWXL19o+fLlTLrWPzvb/2U0Z/7lwIhlDyMm9WFHtNy9e/eSn58fEbWm4LS3t6c1a9a0WSclJYUmTZpECgoKtGDBAoZOm5ub+92MDZWVlRQWFkaDBg0iOTk5Gj9+PF27do2amppo27ZtNGXKlO8etqKiIq1YsYKIWqnsz58/p9WrV5OZmRlpaWnRiBEjSFtbm4YPH94mEPXx40cmZa6lpSWpq6szGTdmTPOmgrfTf6rt7kaPJBGR1tSfnp6e1LdvX5KXl6euXbtS3759yczMrJ1PwefPn2ncuHFMqkkxMTG6e/cubd68mQBQv379mOwj0dHRZGZmRv369aMnT5502AbV1dU0e/ZsxgfG3t6+jbypsLCQrl+/TuvXr6chQ4aQiooKqampkaSkJPn7+9Po0aNJUlKSxo0bR1wul9lu0KBBtH//ftLX16ctW7ZQTU0NjR49mszNzcnMzIwmTpxIdXV11NzcTEJCQlRTU0Nr1qxhMsV8+PCBQkJCqG/fviQnJ0dqamrk6upKHz9+pKysLHr16hXdvn2b+vfvzwROAJCysjJjKPo1g4qFhQUJCwtT9+7dSUREhJEtfQ1miYuLk4qKCpmampKDgwP17duXbG1tqUuXLiQhIcF4towfP5527NhBZ86cocuXL1NMTAydPHmSFixYQHZ2diQlJUXu7u60b9++fwklvKKigu7fv0/BwcFkbW3NZNfp1q0bU7fY2FjGUPnBgwdkYGBA06ZNIz8/P2Kz2TRmzBi6d+8ezZ07l8lYFBgYSO/evaOtgdtobljod4MiXz+BT+NJ1UCPaXcJCQnGt0RaWprU1NTIzc2NBgwYQNLS0iQrK0sxMTHk6urKBL3s7e3JwMCA8XX4es7+fG6+lv91wO7h4UHJycltUqn+LB49ekgW3fWoV08zevL4v6/xz58/k4qKCikoKND79++pa9euTADxK9zd3Wnv3r1E1Cq1EhcXJ1lZWVqyZEm7/WRnZ9PGjRtJT0+PLC0tKSQkhBYsWECqqqq0ceNGmjt3Lm3bto26du1K+vr6tHbt2jZZQV6+fEnKysokJSXV1hz7v7Bx40basGHDD4+3qamJbt68SX5+fqSkpERCQkKMLG7s2LGUmppKGRkZtGrVKsZIeenSpVRRUUGrVq0iFotFvr6+dPLkSZoyZQoTCBk6dCjJy8vT+/fv6datW9SjRw+SlJQkGRkZMjIyotmzZ9PFixcZSRifz6e9e/eSkpISHTx4kLhcLqmoqJC+vj6NHj26w2PsCG/evGECwlZWVrR7924ias12s3DhQtLS0qKYmBhm/devX5OJiQkpKCiQvr4+2dradihV/Ct4//49TZs2jRQUFGjRokU/nORpaGiglJQU2rp1Kw0cOJDx8gFAV8I9/9K7V1B/s91+IiIiSE5OjpEJCgsLk62tLQ0bNoxMTEy+KSUuKiqi33//nXR1dcne3p6OHz/eJnDE5/OpZ8+edPr06Q63b2lpodDQUFJRUaHZs2d3OOETEhJCI0eO/GYbjR07liIjI7+5vBOd6EQn/hGdUppO/Efg5cuXmDp1KlJTU/9l+ygrK4OJiQnS09OxZcsWqKqqYuPGjb9czqVLlzBnzhyEhoZi7Nix7ZZzuVwEBwcjKCgIs2fPxurVqyElJQWglfZ79+5dBAYGIjc3FytXrsTUqVMhLi7+Tx9feXk5goODcfjwYYwYMQJr1qz567R+fhlQs/WXN2toaIGcwSHw+QQhISFIS0vDwMCgzUdCQgIrV65EVlYWJk2aBFVVVYSFhXVIuS0sLERoaCiOHTuG3r17Iz8/H97e3lizZs0P61JaWoro6GicP38eaWlpaGpqwu7duzFz5swOKdJFRUXQ0tJCYWFhh9KkjIwMXLlyBdHR0Xj//j34fD5cXV3BZrPx7NkzTJ06FSNGjEBLSwsWLVqE9PR0RkrQw1wbJ/Y6w85K5Zv1PRWZAYH4SDj26ovRo0fD0dGRkUUMHjwYKSkp0NTUxIoVKzBp0iRwuVxs27YNJ06cwNixY3Hnzh18+fIFQ4cOxZUrV6Cmpoby8nLU19cjOTkZq1atApfLxfbt2+Hu7t6uvV+/fo0TJ04gMjISNjY2mD59Oi5cuICPHz8iPz8fPj4+mD9/PszNzdtsR0RISEjAmDFjMGvWLKSkpCAxMRECgQCKioqYPXs2evfujYSEBAgEAixevBienp6wsbFBaGgo9u/fj507d8La2hp5eXm4dOkSHBwcUFRUBFlZWeTk5GDlypV4+vQptm/fjnHjxqGkpASRkZFYv349eDwenJycICoqipcvX0JHRwd6enq4fv06+Hx+qwxEVxcLFizAiBEjkJqain379uHNmzdoamqCQCDAsmXL0K9fPzg6OkJERKSNDKi+vp6RC6WmpmLHjh3w9PREbW0tMjMzkZ+fDykpKSgrK0NGRgbCwsLgcDior69HXV0damtrmeuAzWZDRkYGSkpKUFdXh6ysLKSlpf/SR0pKCkJCQsx52LhxI1gsFlavXo309HS8efOGkeO8evUKPB4PPB4Pbm5uePnyJUpLS3H48GFMnz6dKYPP5+Phw4eIiorCxYsXYTfWC25zpuNnkff2PfaOb11fXFwcS5YsgaurK37//XekpaXBxsYGAPD+/XsUFBS02VZFRQU9e/aEtbU1jI2NIS4ujuzsbCQnJyMpKQlSUlIoLi6GlJQU+vXrhw8fPiA7OxvCwsLg8XgQFhaGqKgo9PX1oaOj0+ajq6sLHR0daGtrQ0JCAuB/AZoeAM2vAGoEALS0ACKSluCJOMF5gB+8vb1RW1uLL1++IDY2FomJiYxUMjY2FgsWLMDbt28hKioKAJCTk0NjYyPGjBmDs2fPdtg+AoEAiYmJCAsLw4ULFyArK4suXbpg2bJlGDt2LIgIr1+/xtmzZ3Hu3DloaGhg0qRJGDduHIKDg7Fv3z58/PixVWJJLUDLe4CXj/v3YyEhqYpezlMBYZ02+2xsbMTdu3dx6dIl3Lx5E+bm5vD09ERlZSX2798PPT09nDx5EqmpqTh16hQ+f/4Mc3NzpKam4t69e5CRkUFiYiISExNx69YtlJeXQ1lZGRs3boSrqyuUlJRw+PBh7Nu3D1wuFxwOB9bW1pg5cyYGDx4MPT29ttdIXh78/PzA4XBw5swZGBsbIyoqCgcPHkRMTAw2btyI06dPY9++fR2+X4FW+UpISAjWrVsHPp+PdevW4caNG3j69GmbZ3t8fDwj9fh6L4uLi2P27Nno1q0bduzYgfj4+J+4sr+N5ORk7Ny5E8+ePcP8+fMxZ84cKCkptVmHy+Xi4cOHSExMREpKCjIzM/HlyxdwOByw2WzIycmBz+ejtrYWALBsvj12bXb69crIzAFETJl/b9y4gZkzZyI+Ph5z587FypUrUVdXh+XLl6OgoAAsFgvdu3fHtGnTMHfuXOZa/jP4fD5iY2Nx5MgRPHz4EBMmTIC/vz9ev36NAwcO4MmTJ4ycryNUVlZi06ZNiIyMxNq1azFv3jxGGsrhcNClSxfExsYyEsg/Y86cObCwsMDcuXN/vS060YlO/J9EZ2CkE/8RiIyMxOXLl3Hx4sV/2T42bdqEwsJC7N27Fzo6Onj9+jV0dHR+vOF/QSAQ4LfffkNYWBiuXr3KdPL/jDt37mDRokUwMzNDcHAwunTpwmx75coVbNu2DVwuF6tXr4aPj89PaZh/FVVVVdi7dy8OHDiAIUOGYO3atTAzM/up48vIyMCTJ0/w5MkTrFvAgr6O1C/t+/LNT/CechNsNhvCwsIwMDBAt27doKWlBSkpKVRXVyMnJwcJCQloaWmBiIgIrK2t0aVLlzbBE0NDQ2hrazPt09DQgKlTp+LmzZvo3r07lixZgjFjxnzTh+QfsXfvXoSGhkJRURHZ2dkYPXo0xo0bhz59+jCduhUrVuDEiROoqKjosG1KSkqQl5eH7OxsnD9/Hvfu3QOHwwEACAsLg4igoKCA5uZm8Hg8sFgstLS0YNSoUYiPj8e4cT6oq/wDo4ZqwrK7AmRkxPClpB4Jjwpw+GQa0t6XQ1JSEq6urjh79iz8/f3x7t07qKmpgc1m49KlS/jjjz+wa9cuPHr0CAKBAF5eXujVqxc2bdoEPz8/hIeHo6WlBevXr8fixYthYmICfX19ZGVlYcuWLRg3blybTmx1dTUiIyNx4sQJlJaWws/PD35+fswAMDU1FR4eHnj69CnCwsJw+PBhmJmZYcGCBRg2bBhzfnbt2oXs7GzGo4HD4aBnz55oaGhgOr9paW9gbaEE75Eu0NbWwZXryfhSJoTLl6/g5cuXGD9+PBwdHfHw4UMIBAK8fPmyzaDq4cOHCAgIgJiYGEJCQqCuro7Q0FDs3r0b4uLiEBcXR1VVFQBAQkICDQ0N0NbWhpaWFt68eQMZGRlwuVz06tULKSkp2Lx5M/744w+YmJhg9erVP7yGUlNTMWjQIBw7dgzDhg1jfm9pacHz589x9+5dxMXFIS0tDb169cKgQYPg5uYGCwsLCAQC1NXV4fnz54iJiUFCQgIyMzPRvXt3mJubw8TEBJKSkh0GY+rq6pi//3G5mJgYEyipr6+HhIQETExM2gRQGhsbERMTAzk5Oejp6SE+Ph5sNhvy8vKor6+HsbExLCwsYG1tDQcHB9jY2ICI4OrmhtH7t0NY4teCthEBq/H6fhJERERgYmKC+vp6FBUVQUlJiRn89enTB/fv34ecnBx0dXWRlpYGFosFRUVFNDQ0MPWxtraGjY0NxMXFYWdnBz6fD3l5efB4PLi6ukIgEODTp09oampCSUkJ+Hw+dHV1MXToUOjq6qK4uBhpaWnIzc1FfX09CgsLsSrAAeuWWkNY6Nv+SXfuV8N95DGUlVfCzMwMIiIiSEtLg5qaGvh8PqysrLBlyxZ4eXkx22hoaMDGxgYZGRmMv8L3oKWlBRMTEyQnJ0NeXh7Tpk2Dn58fTE1bB7Z8Ph8JCQk4e/Ysrl69CjExMWhpaQEkwJOEbRAVPAKooX3BQrpoZA/Grdj3iIqKwtWrV9GjRw/4+fnB1dUVFy9exL59+5hrc/PmzRAXF8fAgQMxZcoUxMfH49y5c+jbty9SUlLQ2NgIFxcX5lNbW4v+/ftDSEgI+vr6yM3NhZiYGKqqqjB37lxs3bq1Q28KIkJERASWLl2KxYsXY/ny5czzo2/fvggICIC3tzcA4OnTp/Dz84O5uTkOHjwIFZX/Dij/8ccfmDVrFkRERJCamopx48bh9u3biImJYd7JtbW1iI6ORnh4OF6/fg1lZWU0NDTg/PnzCAoKgp+fH4yMjDB27Fi8f//+u+epIwgEAty4cQM7d+5ESUkJli1bhilTpjDnLCkpCa9evcLHjx9RWlqKpqYmCAkJQUFBAXp6erCwsGCeESoqKvDx8QGXy0V8fDyMjIxw68YFGKucBcD7YV2+4lNODXp73IaRkTFMTEzAZrNx8eJFHDp0CF5eXti+fTuam5tBRIiJicG9e/fwxx9/IDg4GMnJyWhqaoKpqSkmTZqExYsXQ1JSst0+8vPzceLECRw7dgzl5eVYuXIlVq9e3Rps/AHev3+PxYsXIy8vD3v27MGQIUMAALt378azZ88QFRXVbps1a9ZASkoKa9eu/el26EQnOvF/G52BkU78R2DTpk3g8XhtTDH/TnA4HOjr6+PBgwd4+vQpM3v2s2hoaMCUKVNQVFSEy5cvQ11dvc3yT58+YfHixUhPT8fevXvh4eEBoHXQdPbsWWzfvh1ycnJYs2YNhg0b9t0Zlr8LNTU1OHDgAPbu3YsBAwZg3bp1bWb7a2pq8OzZMyYQ8uzZMygoKKBXr17o1asXhrvLQ1fpxS/tc0tIJXYGXwGXy8WDBw8gIiKCR48e4dGjR3j48CGEhYXRp08fPH/+HHV1dUhKSkJFRQU+f/7MfLKzs/H582eUlpZCS0sLBgYGUFBQwO3bt7FlyxYIBAJcvXoVeXl5WLBgAWbOnAkFBYVv1omIYGNjg61bt8LDwwPZ2dmIiorC+fPnUVZWhjFjxsDT0xPTp0+HtrY2Jk+ejLy8POTn5zPfhYWFkJWVhaioKCoqKqCqqopBgwZh4MCBSE5OxrFjx8Dn8yEQCNCtWze4u7vj5MlWE9qwsDD07t0bM2bMwLVr1yAqKorm5maw2WwIBII2dRUTE4Ovry+OHDmCuro62NvbIzc3F+Hh4Rg9ejRu3LiBFStWQFFRESoqKoiNjWUCUDweDxs2bMCiRYswd+5cbNmyBQDg6uqK69evM6wkIsKDBw9w/Phx3LhxA25ubpgxYwYGDhzYhoHwFT179sT69evh6emJ5uZmREdHY//+/SgsLMTcuXMxY8YMeHl5YfXq1fDw8IBAIGAG7j179kRvJwfYdK/HIn8biApz2pT94WMV9h9NRXGlPix6WCI6OhpycnL4448/MGzYMERERLRhU1VXV2PJkiWIiIgAEcHU1BQVFRUoKSmBhoYGKisroampyczGCgsLo3v37ujXrx/S09ORmpoKb29vPHjwAA8ePIChoSEyMjKgpqb23es6MzMTLi4uCA4Oho+Pz3fXrampQUJCAuLi4nD37l3U1tZi4MCBcHNzg5ubW+vgFq0BzLi4ONy5cwcxMTGQlZVlDFz79ev3QxYZEaGxsZEJlHw1dB42bBjq6+tRW1uLq1evIi4uDq6urigoKMDr16+hrq4OGxsbcDgc1NTUoKKiArW1teBwOMzACQB6DHTBlODA79ahI3xMeoyI1a3P8127dqF3794wMzNjjufVq1cYP348Pnz4AA8PDxw6dAjm5uYQExND//79ce/ePXh4eMDU1BSfPn3C8+fPkZ6eDlFRUbi7uyM+Ph4HDhxAc3MzLl26hMTERJiYmMDa2hp1dXVISEhg2FD+/v549uwZkpOTcf36dQx2EQe76dtmj3/GnfvlOBnVjPfv3yMjIwOnTp2CqakpkpKScOPGDSQmJjL7aWxshIKCAnbs2AF7e3t4e3vj1atX7d4Tf4aYmBgOHDiAVatW4eHDhzh16hTCw8NhYGAAPz8/+Pj4MEbSZWVl0NPTQ3+XvpjrK4Ghg/S/W3ceT4Bdh4qQ/EcTbt++DTExMaxcuRKhoaHo06cP1NXVcevWLaioqKC6uhq9e/cGi8XClStX0NjYCA8PDwwePBguLi7o0qULXrx4gXv37iE+Ph4pKSmwtLTEu3fvUF9fD0lJSdjZ2cHU1JQJjP4jysrKMHv2bHz48AERERGwsrJilr1+/RrDhg3D58+f20wUNDY2YuPGjThz5gz2798Pd3d3rFu3DlFRUdi5cycCAwNRVFQENzc3GBgYYNu2bYiNjUV4eDhiYmIwYMAATJ48GR4eHhAXF8fVq1cxZ84cSEpKYteuXejXrx+MjIyYYOrPgMvlIiIiAtu3bwcRwdjYGPX19cjOzkZ5eTmam5shIiICJSUl6Ovro0ePHujbty8GDhzY4bVQWloKT09PmJub48iRI3jw4AH69OkDMTExgHMHaIr96bqR1BQUV6ghMzMTsbGx2Lt3L2xsbFBVVYXs7GxIS0ujtrYWMjIyWLhwIaysrGBiYgJDQ0OIiooiMTERQUFBSExMBIfDgYGBAcaNG4fly5e3M8Nds2YNkpOTISUlhefPn2PSpEnw9/dvY8bbYR2JcOvWLSxZsgTGxsbYs2cPtLW1YWhoiPv376N79+5t1g8KCkJxcTF279790+3QiU504v82OgMjnfiPwIQJEzBkyBBMnjz5X1L+wYMHERsbi2vXrsHJyQmrVq3C8OHDf2rb3NxcjBgxAtbW1jh8+HBrp+W/wOFwEBgYiEOHDmHZsmVYvHgxxMTEwOFwcOLECezatQumpqZYvXo1+vfv/02H9n8l6urqEBoaiqCgIOjp6UFXVxeZmZnIzc2Fra0tEwhxdHRsO0AkHlAbAvALvln2n5GZK4OgQ62zZ187tH9mdBARsrOz8dtvv+HixYvg8/kQFxdHr1690KdPH/Tp0wcODg7MTBWXy0VeXh6ysrIwd+5cmJqaQk5OjgmgfJ0x53A46Nq1K4YOHQoHBweGdfJ1UBEbG4t58+bhyJEjKCgoaBPwyMrKQn5+PpqbmwG0zvr26tULVlZW0NXVha6uLhobG3Hx4kVcvXoV3t7eCAgIgLm5OT5+/Ih9+/YhIiICrq6uaGpqwuvXrzFgwABERUVBWFgYOjo6yM3NRWRkJLS1tWFra/vN9pOSkoKTkxPu3r2LiooKeHh4wNLSElOnToW3tzdEREQgLS2N3bt3w9LSEsOHD0deXh6TgWbQoEHw8/PDtm3b8PTpU4iKiuL9+/eYMmUK1NXVsX37dkRFRSEsLAxiYmKYPn06Jk2a1GY2tiOcOHEC169fx7Vr19r8npKSgv379+Pq1avgcDh49OgRHBwcsGPHDuzevRupqakoK/kMQc1BWJorfaP0VsQ/KEL4FWGkZ3zCixcvGBmOpKQkgoKCICIigsjISNy+fRuqqqqorq4GEaGurg5CQkIQExNDQ0MDVFVV4ezsjCtXrgAAjh8/jrt37+L27dswNzdHz549cerUKQDAkCFDwOVyO5yp/DNycnLg7OyMzZs3w8/P77vrfmv7uLg4xMXFIT4+Hurq6kyQpF+/fpCWloZAIMDr169x584d3LlzB6mpqejbty88PDwwZMgQGBoa/nA/8+bNQ9euXTF//nxkZ2djypQpEBISQkhICKZOnYp3795hz549WLBgwTfLaGlpgbe3Nz59+gS32dOg27/3Lx9vSVY2jk6bh7q6OigpKaG+vh6NjY2QlJSEuLg4amtrISUlBR6PB0lJSVRVVUFERAR8Ph8TJ05kAmMpKSno3r073r9/DwkJCezYsQOFhYVMQLOhoQGamprIycmBv78/6uvrkZGRgfT0dBgbG6OhoQGfPn1iZEzdTFWQ9mgiWrMP/xwevDLB1VsfERwcjKFDh6KgoABpaWkQEhKCtrY2I9EpLy/HH3/8gREjRmDhwoWIiIjAu3fvcOvWrQ6f+bW1tZCTk0NUVBSOHj2KuLg4AK0SkZiYGJw8eRLx8fEYNmwYpk2bhtLSUoSFhSH28iyA+/Cn6i4gFpzcL+BZSjEAoEuXLpCXl0dOTg5sbW0hJiaG1NRUVFdXQ1hYGF26dAGPx0NcXBwKCwsRHx+Pe/fu4eHDhzA0NISrqysGDhwIS0tLHDlyBPv374e0tDTy8/Ph5uaGQYMGYenSpe3qcfPmTcyaNQsTJ07Eli1b2gX8Zs6cCX19/W+yAp4+fYrRo0ejsrISXl5e2L9/PyPLmDp1Ki5evIhhw4bhypUrDONhzJgxUFRUbFdWaWkpLCwsICkpicuXL8PR0RHV1dUdMh6ICEVFRYiPj8f9+/dx//59FBYWglq9/SAqKgoVFRUYGhrCysoKzs7OcHV1/W6Q/s/IysrCkCFDMHHiRGzatKnddZKZmYGizB1wcZL7YVlNrP4QVxgBAEhLS4ObmxvCwsKYCRoej4epU6fi3Llz2LJlC8rKypgsOnl5edDW1oaxsTGMjVvZJgKBAHfu3MGTJ09QW1sLXV1djB49GitXrgSHw4GdnR1ev34NbW1t5OTk4NixYwgLC4OJiQn8/f3h7e3dpp/0j2hubsb+/fsRGBgIX19fyMrK4sOHD4iMjGyzXlhYGB4+fMhMMnSiE53oxI/QGRjpxH8EbG1tcejQITg4OPztZfP5fJiamuLUqVOQl5eHu7s7cnNzf0rG8ujRI4wZMwYrVqxAQEAA03khIkRHR2Pp0qVwcnLCrl27oK2tjerqahw8eBD79u2Dk5MTVq9e/f8l1Vx1dTWeP3/ejg2ioKCAjx8/wtLSEjt27ECvXr2+X5CgFqg7DPCLvrvazbufMXlOPIyNu+H58+ffXO/q1auYO3cuEhIS0Lt3b9y7dw85OTkMqyQtLQ09evRgAiW9e/dGaGgonjx5gjt37rTpPNbW1iI7Oxv3799HZGQk3rx5AzExMbBYLDQ0NIDFYoHFYoHH40FCQgLa2trQ0dGBsbExzM3NYWBgwAxsrly5An9/fyxZsgTnz5+HhIQEbG1tGQbL3Llz4e/vDxUVFSQmJiI4OBhPnjzBrFmzMHfuXIYFcPjwYcyfPx+2trY4d+4ccnJysH37diQkJEBTUxPV1dWws7PD48ePIRAIYGlpibS0NISHh8PT0xPGxsY4dOgQVq9ejaFDh2L+/PlYt24dYmJioKKiAkVFRfj5+WHBggUgIqxbtw6LFi1CVVUV/Pz8EB8fDyUlJZSVlcHb2xuRkZG4du0aAgIC8OXLF4wbNw7z589Hz549fzpIV19fDx0dHbx9+5Y5zj8jNDQUoaGhqKurg76+Pt68eQMOh4Nu3czwKskPQpT/U/u5EZuHe091EBoaCj6fD2FhYUhKSjK6exaLBVlZWUhKSqKmpgYcDgfy8vKMXMTFxQVv376FjY0NoqOjIRAI0NzcDBaLBS6Xi3v37uHUqVOIjo6GsbExsrOzoaamhgMHDmDEiBEdtkdRURGcnZ0REBAAnxl+yK+vBYfXAhG2EDQkpaEtJQv2LwQ7+Xw+Xr58yQRKXrx4AVtbWyZQYmtrCyEhIVRWVrZhk8jJyf2QTTJjxgw4ODiAzWZj9erVWL16NaytrTFs2DCIi4vj/v376NGjBzgcDrKzs9uktv36+fz5M4SEhFqZPlPGQ6Wn9U8f21dU5OSj9NpdfPnyBTdu3ADQGnAJCgpCUFAQVq9eDVdXV2zYsAH6+vqwtrZGUFAQw9zx9PSElJQUXr58ieTkZAgEAsjLyzNB26++H2w2G0JCQmhpaYGUlBQEAgG4XC6EhIQgISEBNpuNuro6JjASss0Zi/x/7XiaSRcs2QUQExPDqVOnkJWVhZycHBw9epQJsubm5mL58uVQV1dHfX09pKWlkZeXh4aGBqioqKBHjx5tfE50dHSQlpaG1atXY926dWhoaMD27dvb7busrAzBwcHYs2cPAGDKpKE4vEMHvxJbv5eUB7dRrUFCNpsNJSUlsFgs9O/fn5HGaGpqQlVVFbq6urC2tmb8XL4GQvr37w8VFRU0Njbi4MGD2LlzJwYPHoyNGzfC0NAQa9euxbZt2+Du7o6YmBhm33V1dViyZAnu3buH06dPw9nZuV39Kisr0aVLF3z48AGqqqrtlufn52PBggV4//49bGxskJSUhC1btmDRokVMUE1DQwP+/v6YMGHCTwUQ3dzcYGVlhVOnToHH4+Hp06cQEhJCfHw8Hj9+jLdv3yIvLw9VVVXg8/kQEhICEUFVVRXu7u4YM2YMnJ2dfyqV7bfw9OlTjBw5Elu2bMGMGTPaLV+4cCGOHTuG5mYulsy1xqpFdlBS7ECuwlbAiXNluHP/Cy5evIhPnz6hX79+2LNnD8NsEwgEmDdvHl6/fg0iwtatW+Hq6soU0dLSgs+fPzNphv/8/ZWJ19LSgoqKCjQ1NUFUVBRmZma4fv16G6ljS0sLrl+/jsOHD+PNmzeYMmUKZs2aBWNj42+2Q2lpKdatW4dr166Bw+Hg6dOnbVgjV65cwenTp3H16tW/0Mqd6EQn/i+iMzDSiX97EBFkZWWRn5/fjrL5d+DSpUvYvXs3Hj9+jICAAMjKyjIyg+/h+PHjWLNmDc6cOYPBgwczv7979w4LFy5EWVkZ9u3bBxcXF5SUlCAkJATHjh2Dh4cHVq5c2Y4W+q/CP3qDPHny5LtskMbGRpw4cQI7duyAubk51q9fDyen7xi9UTMaq++goeIulBXbenrUNUhi5aYYHD75Cl+fRFOnTsWxY8faBZ6Sk5Ph5eWFO3fuwM7ODpMnT0bv3r0xe/ZsZh0Oh4Nnz54xgZJHjx6hqakJffv2hZ6eHjNQzs/PR35+PoqKiqCgoABdXV1oaGigrq4OaWlpkJWVhbe3N/T19bF69WosWbIEBQUFDNukoKCAme0zMDBAYmIihISEcPjwYfzxxx84duwYGhoawOPxoKenh9GjR0NcXBwRERFobm5GQEAAJk2a1EaH/fz5c3h6euLw4cN4+/Yt9u3bh7Vr12LBggVYu3YtLl++jObmZnA4HDQ1NcHMzAzZ2dnQ1NTEzp07MWTIEAQGBmLz5s1YvXo1eDweDh48iNmzZ2PlypXg8/mwt7fHp0+f0LdvX1y9ehUSEhIIDQ3Fzp074enpiXXr1iEgIAA3btyAkJAQpKSk0K1bN8yYMQOfPn1CZGQk49PyK/D394eOjg7WrVvXbtmYMWPg4eGByZMnY82aNdizZw/4fD7m+FniYJDLL+3HffQV3E3IAwBGaiQhIYHm5mbw+XwAgKysLMM86N69O+zt7SErK4vr16+jrKwMlZWVGDNmDJKTk9sZfC5fvhx8Ph86OjrYvHkzWCwWmpqaoKSkhM2bN2PatGl48eIFZs2ahejoaHh6emJqwALouPZFcWN9u/rKiojBUVUL3eVV/hIbrL6+Hg8ePGACJcXFxRgwYAATKDEwMOiQTeLs7MwESr4OBkePHo1Pnz6BiLBv3z6cOHEC4eHh0NPTQ+/evZGbm4tPnz6hsrIS+vr6MDIyQpcuXZjPs2fPcOrUKeTn50NMTAwDfMdj4EL/Xz6m9w+SETZ/OURFRRmK/bp161BbW4uzZ88y9Q0MDERVVRV27tyJlJQUeHl5QVRUFBwOB9LS0qipqYG8vDwWL14MFouF3bt3Q0lJCcuXL0deXh5iY2Nx9epVDB48GFOmTIG9vT3q6urw8eNHvH37Fh8+fMDdu3fR2Nhqrlr8fgbU1X7NMwkAnIcnIvlJGiQkJNDS0oKRI0dCTU2N8XD59OkT7t+/z0i0du3aBWlpaeTm5sLPzw+//fYbREVFUVhYyDy3UlJSUFtbC2FhYWhqasLCwqKdUayOjg6eP3+OKVOmgMvlYm/gQCyc9evvFGP70/iYXQ0Wi4UXL17A2toalZWVSEhIwO3btxEZGYmWlhbo6ekxQSsDAwNm+5aWFpw8eRJbtmyBvb09tmzZ0u75YWJigk+fPqFPnz5MgGHq1KkYMGAA9uzZw7D3/hFBQUFITU3FmTNn2vzO5/Nx4MABbNmyBQsWLMCqVatQV1eH7du3Izg4GAKBAIaGhjAxMcHt27d/6t7j8/l4//49Ro0aBR0dHRQVFeHDhw/McklJSairq8PExAS6urrIzc1lTLUDAgLamcj+VVy7dg0zZszA6dOnGUbHP2L27Nk4deoUuFwuAEBcXAgjhnTBPP+h6NvbDmBLA8JGgIgZuM0t6NOnDzw8PHDmzBmsWbMGM2fOBNDaN5g1axYyMjJw+/ZtbN++HcLCwvjtt99+qq6NjY349OkTEyyJiYnBgwcPmLK/Mqfc3d3h6OjIsE5qa2tx7NgxnDp1Cj169IC/vz9GjBjRobkr0CqvGzVqFGpqanD58mW4uLgAAJKSkrB+/Xpmn53oRCc68SN0BkY68W+PwsJC2NjYoKSk5G8vm4jg6OiIlStXYsiQIdDR0cGLFy8Yc8mOwOPxsHTpUsTExOD69euMGV5NTQ02bdqEiIgIbNiwAXPmzEFhYSGCgoJw9uxZjB8/HsuXL/9u2X8Hqqur8ezZMzx9+pRhgygqKjIBkF69eqFHjx4/NCblcrk4deoUAgMDYWRkhPXr16Nfv37t1svNzcXQoUPh5uaKoO0LEHPrLM6ei8T7DxVobG41M/1qNiotLQ07OzvU19cjLCyM8TRJT0+Hi4sLTp8+zQSZwsPDERYWhvXr1zPyln/09vg666qkpAQul4uysjIICQnB0tISzs7O8PDwgJ2dXZsgjEAgwK1btxAcHIznz5/D0dERFy9ebENx5vF4bQIl/v7+UFZWRnl5OYSEhCAQCKCnp8f4VWRnZ4OIoKOjg+nTp8PPz68Ne+LZs2cYNmwYwsLC4OnpCaDVl2LOnDmoqqrCoUOH4O/vj8bGRvTr1w+ampoQExPDmTNnkJGRAUVFRaxYsQIhISFobGwEm82Gp6cntm7dClVVVezduxcbNmyApKQk1q5di127dqFPnz54+vQp7O3t8fvvv0NfXx+RkZGYM2cOBAIBxMTE0K1bN+Tn52POnDmYO3cuYmNjsXTpUpw9exZubm4/fc2lpKTA29sb2dnZbfxxmpuboaqqiszMTKiqqqJXr174448/ICoqiudx3jDv+n0JzT/iRkw2hk+8wfz/NbPOV1mSkpISoqOjoaWlBQ6Hg9evX+PFixfMJyMjA0QECQkJKCoqIjY2FmZmZhASEgKHw4Guri6eP3+O9evXw97eHgsWLMCjR4+wfft23Lt3D6KiopCQkEBVVRWkpaWxbM8OSPe0wo9esuYKqnDTNPinpXKFhYW4d+8e4uLicO/ePUhLSzMmrv3794e8vDwqKysRGxuL6Oho3L9/H6KiopCWlkZ2djZkZWUhEAjA4XDA5/Nhbm6OoUOHtgmCaGlptfOSuXLlCubNm4eLFy9iwIABaG5uhry6GtbGRIPdge/M93Bpy048iboCFosFKysrvH79Gpqamq2sGx8fxvD6woULuHTpEiOrU1ZWBpfLhaurK969e4fy8nKIiori5MmT8PT0hEAgwLVr17Bz506Ul5ejtrYWJ06cwP3796GpqYnly5e3q0txcXErY4SaoCMd+pfOybCJsXjwuAjNzc2wtbWFn59fG3PckydPomvXrhAWFsaTJ09gbW3N+L6UlJSgvr4eRARxcXEmmPLlyxeIiIigqamJMZfl8XhM4LS+vh5VVVWoqalh6vH0rg962n7bs+RbWB+YhsSnzeByuejZsyceP36MrKws2NvbIyMjA87Ozti+fTusrKyQl5fHMCEEAgHOnz+PDRs2wNDQEFu3bv0m+1FHRwdhYWEYOXIkWCwWpKSk2pkU/yP4fD6MjY1x/vz5NkzRV69eYdasWZCSkkJISAiysrIQERGBpKQk2NjY4MmTJ1BXV0deXh6OHTuGadOmtSmXy+XizZs3SEhIwLNnz5CRkYGCggLU17cGNlksFjQ1NWFjY4OsrCwYGhriyZMn2LRpEywtLREUFITnz59jwYIFmDNnToeSnL+KQ4cOYcuWLbh+/Trs7Oy+uR4RQVtbG0VFbZmagwYNQmxse9+RFy9ewNHREXPmzMH+/fsBtLbvtGnTkJubi5s3b0JaWhqxsbHYtm0bkpKSfrnufD4ftra2WLNmDcaOHYuMjAxs3LgRcXFxqKqqgqioKGRkZMDj8Rj/la/yrPfv36O0tBS+vr5YuHBhm8DbV9TU1EBHRweysrJwdHTErl27UF9fj/Hjx+Pt27e/XN9OdKIT/zfRGRjpxL897t+/j02bNv1LZgUePnyIadOmISMjA5GRkYiIiGhD9/1HVFZWwsfHB2w2G+fPn4eCggIEAgHOnDmD1atXw9PTE9u2bUN5eTm2b9+OmzdvYubMmQgICPiu0d5fxa+yQf4KWlpaEB4ejm3btkFLSwsbNmzAgAEDwGKx8PLlSwwfPhzLli1DQEAAAMDCwoLpqIiIiEBERARiYmLQ0NBgvD+OHj2KNWvWwNvbG5aWlli/fj3s7OwYmnl+fj6qqqrA4/HQu3dvGBgYtJkt1dXVxcGDB1FVVdVGd0xE+Pz5cxtGSWFhIRwdHRn5Tc+ePSEpKYny8nIYGBhg8ODBuHfvHiZNmoRFixa1SWH84sULrFu3DrGxsZg9ezaWLl0KIyMjPHv2DNu3b0dcXBysrKxgbGyM6upqpKamIj8/n6Hvf82mEx8fjyVLlmDs2LHQ19dvk545IiICy5cvh66uLj59+gRVVVXsCQ5Gl172eFdVhs8VZWhs5qK2rBwfHj9D6q27qC8pQ1paGuLi4pjZUmdnZ5w/fx6xsbFYsWIFSktL0aNHD/z222+IiopCVFQUk4nD19cXRkZGuHz5Mvbt24c9e/YgKioKPj4+6NOnD5YtW4YtW7YwM4s/AxsbGwQGBsLd3Z35LS4uDhs2bMCTJ08AtAa7ysrKoKUhCR/3jF++FrlcHmT0DqGlpdWUdsWKFZgyZQquX7+OkJAQDB06FLdv38aZM2faBXYiIyMZScP79+/R2NgIRUVFNDc3w9raGmJiYqioqMDBgwfh7u6Oz58/txn0NDc3Y/LkyYzniIGNJeadPAjWTxol91bVQU/V9lKjv4rGxkbExsbi+vXrePz4MbKzs5kUvV/9O/T19ZGfn4+KigoQETMoERYWxtmzZ5ksH99DdHQ0pkyZAgUFBRQXF4OIIBAIwGazMSU4EOYD2ksgvlnnujpsGegF7n9la5KQkMCRI0egqqqKqKgoXLt2DSYmJhg7diy6dOmCTZs2ISUlBQAYI+NevXph2bJlmDVrFjZu3IgDBw6AiLBq1SqMHTsWQkJCePToEZYsWYJXr15h6NChEBcXx4ULF75dMQEHqP5xiu+O4LfwBU6dTQbQfmCanJyMKVOm4MOHD6ivr4eWlhbq6uraSC6HDx8OCwsLrFu3jgmY2NnZYeDAgbh9+zZOnz7NBFkKCgqQkpKCt2/fory8HGJiYqirqwMAfEqZCkP9H/tN/CP2Hs3C0nWtde7WrRt8fX0xZMgQeHl5wdfXF+vWrQOLxYK3tzcGDhyI2bNn4+bNm1i7di2kpKSwbds29O/f/5vlf/WK+doWubm5TFrinj17fnO7GzduYMuWLYz08quBcHh4OPz8/FBeXo4rV67Azs4OkyZNgoeHBxwcHFBeXg5dXV14enri7NmzkJOTg4aGBnJyclBcXMzIKGVkZKCtrY2uXbuiZ8+ecHV1hYWFBfr168eYAs+bNw8mJiYQFhbGqlWrwOfzsX79egQEBPxUppWfhUAgYFiDd+7c+a7kh4jg7e2NK1euYNasWUhOTkZ6ejrYbDYMDAyQmZnZZv3q6mr0798fpqamePz4MVJSUqCgoIApU6agpKQE165dY95HdXV10NDQQHl5+Q/Nnf8Rx44dQ3h4OJKSktoFgMvLy7Fz505ERUUhNzcXMjIysLa2houLC4gImZmZSEtLQ1ZWFng8HuTk5GBtbc3U28TEBEZGRtizZw+ysrJgamqK4OBgTJgwAZcuXUJxcfEv1bUTnejE/110BkY68W+Pw4cPIyUlBceOHfvbyx4+fDg8PDwwe/Zs9OvXDwsXLvzmYCE9PR3Dhw/H8OHDsWPHDggLC+PFixdYsGABBAIBDhw4AKCVAp6cnIyFCxdi3rx5f6v85ysb5MmTJ3j69GkbNsjXj4WFxU+nqf0V8Hg8REZGYuvWrVBUVIS7uztCQ0Nx5MgRjBw5EkBrdh4ZGRkQEVgsFkxNTaGhoQELCwt8/vwZN27cgJqaGqqqqiAnJwcul4v6+nqYm5tj6tSpbYIfampqGDhwIBYvXtxuZvH+/fvw9fVFamrqD2fsysvL8fjxYzx8+BCPHj1CamoqzM3NISIiAnFxcYYqHhoaiqNHj8LJyQl2dnaIiYlBQUEBlJWVUVpaysyshYSEIDMzE/PmzcOsWbOgpNSe9VBcXIzIyEicOnUKaWlpUFZWhrq6OpqamlBQUABZWdk26YdVVVURHByM8vJyyGlrYGXECfAlOjanIwHhefQ1RAfuhpiIKIgIY8aMwZQpU7B69Wom3XNhYSG2bduGmpoazJo1C6tXr8aYMWOQnZ2N2NhYdOvWDaampggPD0efPn1QWlqK0NBQHDp0CD169EBGRgbGjx+PHTt2/FSWpEOHDiE+Ph6XLl1ifluwYAE0NTXbp7tt+QzU7f1hmR1B2/wECotbZ3c9PT1x/vx5SElJIT4+HpMmTcLw4cNx48YNRqIhJCSE+vp6mJqaQlRUFMePH8fbt2+xZs0amJubo6ioCJMnT8bJkydhZGTEZNPo06cP7O3tYWdnBzs7O+jr66Nr164MvX7h2ePQ6/Hz0gUhFguzTG0gIfzz92Z1dXWHXh9f03zq6uoyTA9dXV1wuVzk5OTg5cuXyMrKAhHB1tYWISEhGDduHLKzs2FgYAAHBwfEx8dDQUGBkdw4Ozszg6GMjAycO3cOJ06cQFFREYSEhNCnTx8EBARAUVERAwYMgIaGBtQN9TFx/04I2D/HhHkZHoWLIaGMt4uMjAxqa2uhp6eHxYsXw9/fH4mJiYiKisKVK1dQV1eH3bt3Q0dHB1OnToWioiJ69+6NBw8eICwsDG5ubiAi3Llzh8lCsnz5ckydOhViYmKwt7cHj8fD27dvMXv2bCxZsqTjQScJgOp1AHHaL/sBdHuEIb+wNTghIyODlJQUxjfBy8sLgwYNwty5cwEAioqKyMzMhLKyMrN9SUkJrKyscPHiRfTp0wdAa3rvrVu34u7duzh+/Diio6Nx6dIlZGVlYcSIERg9ejRcXV3h7u6OpKQkdO3aFdfO9Iax4a9LgW4nSuBjgQaKi4uhqKiI8PBwvHv3Ds7Ozti5cyfs7OzAYrFw7949zJo1C2pqamhoaMDWrVvh6en5QxZUbm4uLCwsICYmhj179mDChAnw8PBAfHw8jh492o7R8RXu7u6YNGkSJk+ejFu3bmHmzJlQVFREdXU1VFRUMGnSJIwfPx4SEhJ49uwZYyotLCwMLpcLgUAAFosFUVFR8Pl8ODo6wsfHBwMGDICpqWmHGbaA1ixbe/fuhbW1NcaNG4cHDx6gS5cuWLZsGT58+ID9+/dj9+7dmDRp0t9ilt7c3Ixp06YhOzsb169fb3Nt/CMqKiowfvx4xMXFYcKECTh79iy2bduGwsJCLF68GIWFhW1YnQ0NDXB3d2eeAWvXrsUff/wBeXl51NXV4cqVK+0CPD179sTOnTs7ZId+CzU1NTA1NcXt27eZlMjfQm1tLXbv3o1z587h06dPkJSUhLOzM5YtW4b+/fsjJycHJ06cwIULF/Dlyxdoa2uDiJCXlwd5eXmUlZVh1KhRMDY2RlJSEh49esQwg/4nsvl1ohOd+PdGZ2CkE//2WLx4MbS0tLBs2bK/tdz09HT07dsX586dg46ODvr374/8/PwOgwq3b9/G1KlTsWPHDma2as2aNbhx4wa2bt0KPT097NixAxkZGVi2bBlmzJjRxl/ir+B/gg3yV1BfX4+pU6fi6tWrUFVVRf/+/SEhIcFIXHJzc8Hj8dDS0oJBgwa1YXv4+/tDSUkJr169goyMDNzd3SEsLIzU1FTMmjUL69evb+NWv2fPHnz48AFHjhxhfqupqUGPHj1w5MiRNt4uPwsOh4Pk5GR4e3ujR48eSEtLg4aGBhwcHNDY2Ih79+6hqakJmpqa2LhxI5YvXw4TExN8+fKF8TQYM2bMD4NPjx8/hpeXF44ePYrm5macP38e8fHxcHFxweDBg2FsbMzIcD5//oybN29CTksDUw8GQfIbmvs/4218Ei5v2o6mxkZwuVyIiIjAyckJkpKSePz4MYYOHYrp06fjy5cvWLRoEebMmYOjR49CTk4OGRkZYLFYOHnyJE6fPt0mhSmHw8Hp06exa9culJeXo2vXroiLi/umD8BX1NTUQE9PDx8+fICamhqICAYGBrh582abNNAAAF4eULvnh8fYEVRMjqK8ohEiIiLo3r07qqqqsH37dvTo0QMA4OfnByUlJdTW1kJSUhJnz57F7t278eLFC5SWluLNmzfYtWsX0tPTcfv2baxduxahoaHIy8tDfHw8fH19mSDnn2U4jY2NaGxshKioKHq5u8FtffsMGz9CP3U92CprMP8LBAIUFxd3GPz49OkTuFwuunTp0s7vo0uXLtDR0enQILqxsRFr165FZGQkpkyZgsLCQkRFRaG5uZlJWzpw4EAoKiri1atXuHPnDm7fvo03b94wKY0bGxvB5/PBZrPh6+uLPXv2QFpaGkDrjPXatWuRm5uL2NhYKBsZYNLurZCU+/71UZz0FLsXLGFkIUlJSTh16hSioqKgqqqKnJwcEBEGDRqEXbt2wdDQEAoKCjA3N2fkjTU1NWhoaMCcOXMQHBzcbh+PHj1CYGAgXr16hYCAANjb22PChAmorq7GokWLcPz4cbi6umL58uXtpQoN5wHu0186ny9el8LetZWxJiwsDIFAwEjbtLW1MXLkSHz+/Jl5F9jY2ODo0aPt9n3jxg0sWrQIr1+/RnV1NfT09ODq6oq3b99CIBBg5MiRGD16NPr164fCwkIkJiYiMTERFy9eRGNjI1gsFg7vGYBZvubt6vgjOHtewR+vStHc3IybN29i6tSpWLlyJWpraxEREQE2m43+/fvj3bt3eP78OdasWYMNGzb81CD048ePGDlyJHJzc/H27Vvo6uoyy1auXImgoCDMnj0bBw4caBNk+PDhA5ydnXHt2jX4+/sjIyMDMjIycHZ2hpSUFPLy8vDp0yeUlZWhpaUFLBYLAoEAIiIiYLFY2LBhA3x8fGBoaAg2m43k5GT4+fnB1tYW+/fv/27wwcrKCn379kV0dDSUlJSgpaXVxtj71atX8PX1hbGxMY4cOfLDrF3fQ01NDby9vSEjI4OzZ89+t8+QkJAAX19fcDgciIiIIC8vD6KiorC2tkZISEi7QAaXy8Xw4cOhqamJEydOgM1mg8PhQE9PDwoKCkhNTe2QFbJixQpIS0tjw4YNP30cy5YtQ3V1NY4fP/7zB4/Wd83+/fsZyaioqCicnJywaNEiDB8+HG/fvsWRI0dw7tw5ODk5YdSoUYwhe8+ePZGZmclkdhIREYGVlRXs7OxgYmLCZNDR19f/KSP9TnSiE/830BkY6cS/Pb4yOn42fe7PYsaMGcjLy8O9e/cgKSkJOzs7ppP+FUSEoKAgBAcH49KlS3BwcMCRI0ewefNmTJgwAQ4ODti/fz8qKyuxatUqTJw48ZsGYj/Cn9kgX71BlJSU/kfYIF/B5/NRXFzcxsfjz99f3fjZbDZsbGwgJibGdGh8fX3h4+MDPT09XLt2DYsWLUJCQgKsrKyY8rt27Ypu3bpBWloaTU1N4PP5uHDhAkpLSzFnzhxkZWXh5MmTjKY8KysLLi4uKCgoYDqmU6dOhYSEBA4dOvSXj/PUqVOIjIxEbGwsMjMzsXnzZly9ehXKysrgcDhgs9nQ1tbGx48fUVtbC2NjY+zduxeDBw/+qVnC5ORkjBw5EuHh4W2kJTU1Nbh27RrOnz+P5ORkDB48GOPGjcOQIUPg4uKCSaG70Cz28+c3estOPI66AjabDXFxcYiLi4PP50NVVRWjR4/GyJEjYWdnh4yMDDg5OUFERAQzZ87E1q1bAbSygLp164ZDhw61yUQAtF4Lly9fxrx581BbW4v169dj0aJFzAC5I0ybNg2mpqZYuXIl0tLSMHz4cGRnZ7dvM+KCqlaDBcFPHysAFH9pgGb31s63kJAQE5zMyMiAhoYGSkpKICwsDCEhIXC5XOjo6KCwsBA8Hg9mZmYYM2YMFi9ejPXr10NNTQ22trYYP348rK2toaSkhJiYGBARUlNToa2tzeyXx+NhxIgRqKysxMCBA1EuLQbjoQN/qe4AwK6oQd61WIb18fnzZ8jIyLQLenz9qKqq/tKs9MuXLzF58mR0794dhw4dQk5ODtzc3NDc3Ax1dXV4enoiOzsbSUlJ6NKlC7p164bGxkYkJyczpr/S0tJobm5GS0sL7OzssHHjxjZsEqB1lvtrSl0AkFNVwfLD+yBjYggetT2netJyMBaSwMzRPnj58iUUFRUxbdo0BAYGAgDy8vKwfft2XLhwAba2tsjMzEReXh60tLRQWVkJFRUV3Lx5Ezk5OfDy8gKfz4elpSWmT58Ob29vaGpqtmuHN2/eMFK3r34Tr169gqqqKo4fP47g4GB06dIFy5cvx5AhQ1rbmFcI1AYBP3SM+W+cusSDn3+rN8m6detgZGQEPz8/6OnpobCwEPLy8hg7diz69++Pfv36YdasWZgwYQJGjx7driwfHx9kZmairKwMRUVFMDAwwPjx4zFlyhQ8evSICYZwuVy4uLjAzs4O+/fvR15eqxmxg60ant0d99N1B4C09+Xo0fcsgFa2C5vNRmRkJIYMGQKg1Uh83rx5ePHiBVgsFhQVFaGmpoZbt259NyBARDhy5AjWr1+PYcOGoaqqikmR/WdERkbC19cXjo6OuHfvHkRERPD+/XuMGzcOHz9+BJfLZQJORAQ2mw1lZWXo6+vD0tISffr0gbOzM2bNmoWUlBTo6urCx8cHK1eubLcvDoeDdevW4fz58wgNDWVYjl9RWFiIkJAQBAcHY/DgwQwTIzg4GHfv3m2zLpfLxYYNG3DmzBkcPnwYI0aM+KV2B4CCggJ4eHjA2dkZe/fu/SaDpaWlBRs3bsSpU6fg5uaGyMhIJCUloVevXsjKyoKzszMKCgrabM/j8eDj4wMWi4Xz588zLJoxY8agubkZaWlpCAsLa/Nu+oqbN28iODgY8fHxP3UcmZmZcHJywrt37/6pSZrm5mYcOXIEJ06cwNu3byEkJAR7e3vMmzcPnp6euHjxIo4cOYKioiJUVFQgMTERDg4O0NDQwJMnT3Dx4kVs374dhoaG6N69O4qLi5GZmYni4mLo6em1STf89VtbW7uTZdKJTvxfA3WiE//mMDQ0pIyMjL+1zKKiIpKXl6d9+/aRlJQUASBRUVESFham4uJiIiJqbGykyZMnk5WVFeXm5lJSUhL16NGD+vXrR9u3bydzc3OytramixcvEo/H+6X98/l8evfuHR0/fpymT59O3bp1I2lpaerXrx+tXLmSrl69Sl++fPlbj1kgEFBFRQW9fv2arl+/TqGhobRy5UoaP3489enTh3R1dUlUVJQ0NDTIwcGBRo8eTYsXL6bg4GC6dOkSPXjwgDw9Palv375UUVHRptxr166RnZ0dde/enSIjIyk2NpZUVFQoMjKyTR369u1Lt2/fJnl5eTIzM6PGxsY25URGRpKamhotX76cOBwOERGZmJhQSkoKERFdvnyZunTpQnV1df9UO5ibm9OuXbvIy8uLlJSUaOXKlZSXl0cCgYAePnxIQ4YMIWlpaVJTUyMWi0XCwsIkLCxM9vb2dOrUKaqvr/9m+Q8fPiQVFRWKjY39bj3KysroyJEj1L9/f5KXlycrtwG0O+3JL33W3LlELDabAJCYmBhJS0uTgoICmZqakomJCSkoKJC8vDwNHjyYJCQkSExMjMzMzCgrK4upR0REBPXq1YsEAsE322v69OkkKSlJCgoKtGbNGioqKupw3cePH5ORkREJBAL6/fffaeHChe3WycrKooCAALoSPoKoYtEvfXZs7E1oHbmSqKgoU+eTJ0+SmpoaPXjwgLnGAwICSEpKiuTk5EhISIiEhITI0NCQxMTESExMjHR1dWnYsGHUu3dvYrFYFBQURL169SJnZ2dSUFCg3377jRoaGojP59PkyZPJ3d2dmpqaiIgosTjnl8/V7rQntPLKWZo4cSJFRETQ69evqba29rvXyM+ipaWFtmzZQioqKnT27Fni8/m0c+dOEhERIXNzcyopKSE7OztKTk6mu3fv0syZM0lOTo4kJSVJSEiIWCwWGRkZ0dq1a+nFixfk6upK3t7e9Ntvv1GvXr1IRkaGPD09KTQ0lLKzs4nD4ZCkpCTJysqSkJAQSUtL0+XLl4nL41FOXRW9KMwh8wHONG/JYrp58yapq6uTi4sLzZ8/n7S1tcnY2LjNM4SIKD8/nxYsWEAKCgo0ceJEUlJSIgDEZrNp8ODBdPPmTRIVFaWePXvSlClTyNfXlxQUFKhv3760f//+Dq/JrKwsGj9+PAEgV1dXysnJISKi5uZmioiIIEtLS+revTudPHmSuFwuUcP1n78eaw/R/v37qHv37iQrK0smJiZkbW1NDg4OpKGhQSIiInTr1i3auXMnDRkyhGRlZUlZWZn69OlDly9fpvLycnrz5g2tX7+eunbtSpqamiQvL0+mpqakqqpKUlJSpKGhQWpqauTj40OHDh2ily9fUmRkJHl6epKsrCyx2Wxi/9f9D4BuX/i1e2rz2lEkISFBwsLCxGazicVikbKyMk2dOpV8fHxIVVWVgoKCiMPhUHNzM0VGRpKIiAjJyMjQ0KFDKTIykhoaGtq0eWFhIbm7u5OdnR29f/+eQkJCaMGCBe2u1/T0dDp+/DgNHz6cWCwWsVgs5jgAkJCQEFlZWdGCBQvo4sWLVFhY2OEz6vLly6SiokJWVlZkaWlJzc3N371XHj58SMbGxjR+/HgqLy+nd+/e0dSpU0lBQYECAgLI1NSUUlNTiYjo9evXZG5u/t2yDA0NaerUqVRdXf3d/f4ZaWlppKurSzt27Pjmc5eI6OPHj+Tg4EBDhgyhR48ekaioKE2bNo1ZvnXrVpo3b16bbfh8Pk2ZMoUGDRrEPK8aGxvJw8ODvL29icvlUmJiIqmpqVFeXl67fVZVVZG0tHTr/fAT8PT0pJ07d/7Uuj+LlpYWOn78ONnb2zPvXjs7Ozp+/Dg9f/6crK2tSUxMjEaOHEm6urr05s0bIiKqq6ujNWvWkKKiIm3ZsoU4HA41NjbSu3fv6OrVq7Rz506aOXMmubi4kKamJklISFD37t1p5MiRtGLFCjp+/DglJSVRcXHxd89LJzrRiX9fdAZGOvFvjaamJhITE/thZ+dnwWlpoVflxbT1+kX67UYUHX+SSE6jvUhEXIwkJCQoKCiIuFwuHT9+nHr27EljxoyhzMxMGj9+PGlra9OMGTPI0NCQnJ2dKSYm5qdfnlVVVRQTE0MbN26kQYMGkZycHBkaGtLEiRPpwIEDlJKS8k8fI4fDoQ8fPtC9e/coLCyMNm/eTNOnT6dBgwaRmZkZM0i0sLAgDw8Pmj17Nm3dupXCw8MpMTGRsrOzv9kZKisrIycnJxo/fjzT2fpHCAQCun37Njk6OpKBgQFJSUnRunXr2qwzatQomjx5MhkaGpKysjIzUPkzSkpKaOzYsWRiYkKPHj2iJUuW0KZNm6ikpITU1dXp0aNHf7mNuFwurVixgsTFxcnExIRCQ0Opvr6empub6ezZs2Rvb09dunShffv2UW1tLZmbm9PgwYOpvLycTp48SY6OjiQsLExCQkJkZmZGAQEBFB0dzQSxHjx4QMrKynT37t1fqtf58+dpctDvf2mwbWhrxQwq8vPzqbS0lJ49e0bnz5+nwMBAGjNmDCkrKzPriIiIkJCQEPXp04fWr19Px48fJz09PTp16tR3A3wRERGkqKhIw4cPJwUFBZo2bRq9e/euzTpfg07379+nnj17UlxcHBG1dtZjY2Np6NChpKysTCtWrKBnjy8Rv3zRTw/iGvLnko6WTJvBk46ODm3bto3y8/OZYNyFCxeY+gQHB5OIiAiZmpqShoYGeXl5UWVlJfXr14/27dtHV65cIXd3d1JTUyN5eXkSEhIiHR0dEhERITExMRIVFSUVFRXS0NCg1atX0+bNm2n9+vW04fSxv3SuQpLjyN3dnWRkZGjEiBF05swZqqqq+qVr5R+RmZlJjo6ONHDgQMrPz6e6ujpydXUlYWFhmjt3LtXV1dHVq1dJXl6eZGRkSFtbm1RVVUlTU5NWr15NqampVFlZSdHR0eTv70/S0tIkJiZGEyZMoNOnT1NRURFVVFRQZGQk+fr6kqqqKmlra5OcnBzp6OiQj48PAWhzL8+fP59kZGRIWVmZdHV1KSkpidzc3OjKlSskLy9P/v7+ZGVlRWVlZe2OJyEhgeTk5EhMTIwsLS3Jw8ODjIyMCACJi4uTsbEx9e3bl4ha3w83btygyZMnk7y8PDk7O9OBAweY4PZXWFtbk5qaGikoKNCUKVPo/fv3zPV69+5dGjhwIGlpadHOnTuosSLyJ4IiR6iqsoRUVVUpODiYRowYQXw+n27evEl2dnbEYrFITk6O3NzcmCBqc3MzBQQEkIWFBRkYGBCLxSJRUVEyNzenMWPGkI+PD6mpqREAUlFRIXFxcXr37h21tLRQXFwcTZ48maSlpcnIyIi6devGBEIlJSWZ+8Ha0oiaSjb81P20c1MfEhMTY7Z98eIFvXnzhrp37878ZmpqSsePH2/zXPD19aUtW7bQmTNnaNCgQSQvL0++vr509+5dOnfuHKmqqtKmTZuoubmZGhsbydfXl0aMGEETJkwgS0tLkpeXZwIhIiIiJC0tTSIiIkyAR0xMjKytrYnP5//w2q+rqyNNTU2SkZEhJSUlev78+Y9vGCKqr6+nsWPHkpiYGMnJydHvv//OBOrMzMyY51pJSQkpKSn9sA7+/v6kp6dH9+/f/+G+ExISSFVVlc6ePfvd9cLDw0lZWZlCQkKoubmZjI2NSVlZuU1Q3tLSkhITE5n/BQIBLViwgHr37s2s19DQQG5ubuTj49Omj7F9+3ZydHTs8J1vbW39U+/ZmJgYMjIy+maf4O8An8+n8+fPU58+fUhUVJSEhISoe/fuJCEhQVu2bCEpKSnS1NSkwMBA5j2cnZ1N3t7epKenR1FRUd/sp9XV1dGrV68oKiqKtm7dSlOmTCEnJydSVlYmaWlpsra2Jh8fH1q3bh2dOXOGnjx5QuXl5f+yY/070MRrofSqMkr+kkePvuTR28pSamj5e/rPnejEfwI6pTSd+LfG+/fvMXLkSMbw8K+CTwI8KS1ASnkx+B3cEo21dVCrb8Z0Nw/MmjULx48fx4QJE2BhYYFdu3bB2toa7969g62tLVavXo3evXt/c18CgQDp6emMQeqTJ0+Ql5fHeIM4Ojr+sjfIV4lLR/KWr991dXXQ1tZm/Dz+nMFFR0eHSXX3q8jKyoKHhwfGjh2LLVu2/JB6SkS4efMmRowYAUlJSezfvx+TJk2CiIgIBgwYgNevX+PNmzc4d+4cbt68iYSEhA41wJcvX8b8+fPRq1cvfP78Gbq6uujatStDwf8VlJeX48iRIwgNbTV+nDhxIoKDg1FVVYWjR48iNDQUJiYmWLx4MTw8PJiUvKKiooiOjm5DleZwODh+/DiCgoKYNKI5OTmQlZVFeXk55s2bB39/fxgZGf1QBpGeno4VK1YgNTUVkw7thpKu9nfX7wg3g/bj+aVraGhogK+vL44dO9ZGzkVE6Nq1K0xMTNCtWzdISEjg7NmzyMrKgqKiIkxNTVFWVobc3FywWCzo6Oi0MYY1NDRk/k5PT8fYsWOxYsUKcDgcHDhwALa2tli2bBlcXFzAYrGwb98+3L9/H0lJSfj48SPOnz+P/fv3Q0xMDNOnTweLxcK5c+eQm5uL/TuHwdvj57I7zF72EEdOvmT+/yp3qqysBJ/Ph4ODAwYNGoTQ0FAsXrwYc+fOhbm5OTZt2oTp06fDysoKFhYWSEpKgrCwMCIjI9G9e3fo6enh/v37GDduHKqqqnD8+HF8+vQJb968wZUrV1BWVsZo2KWkpFrbyLoHfEN+/TosePQcNtKK6NevHxISEhAdHY2EhAT07t0b3t7eGDFixE97FhARDh8+jA0bNmDDhg2YN28e3r59i4EDB6Kurg7z5s1DXl4eYmNjoaamhs+fP0NKSgoTJ07EhAkT0KtXr3b38qpVq5CUlITjx4/j0aNHiIuLw/3796GlpQU3Nze4ubmhT58+mDhxIu7cuQNzc3N8+vQJdnZ2GD16NIYMGQIDAwPIyclBWFgYHA4HiYmJjFTpwYMHGD58OPLy8rBmzRrcvHkT8fHxjHzxxo0bmD59Onbv3g03NzdMmjQJjx49goWFBdhsNhQUFHD37l0QEVxcXBAcHMxI9bhcLu7evYuoqCjcvHkTlpaWGDt2LEaNGoWrV68iICAAcXFxSEpKwr59+9CnTx+sXr2aSTH76tUrBAUF4fr163Dpo43gwBEw0G6E0J+NZYX1ATFnQNQaK1auRGVlJVxdXXH9+nUmO1Z9fT3jjZKeng55eXns3LkTaWlpOHPmDOrq6tC/f38QEVJSUtDQ0ABpaWlUV1ejS5cu+PDhA+Tk5KClpQVbW1tcvnwZbDabkYYNHjwY5ubmWLduHXMNfM06df/+fWzeuBzH9w1CF52Gb1w5Yth7/BMCVkYzv2zZsgX19fU4duwY/Pz8sGrVKqSnpzPZ4NhsNlxdXfHbb7+Bx+Nh0qRJyMzMBJvNxpcvX3Dw4EEEBwejoaEBWlpaEBYWRkVFBZOKWEREBNra2oyMob6+Ho8ePQIRYfLkydDV1WXqUFZWhsWLF2PPnh97EC1fvhzR0dGQkpLCwIEDO/Sd+TMEAgGuX7+OnTt3oqysDF5eXrhy5Qp69uyJffv2QUlJCSYmJrh58yZMTEwgEAggLi6Ourq6Nt5XHeHOnTuYOXMmvL29ERgY2KFfyPnz57Fw4UJcuHDhm5l8amtrMXfuXKSkpOD8+fOwtLTE2rVrsWfPHty4cQMDB7ZK+DqS0axfvx63bt1CQkIC5OTk0NDQgGHDhkFTUxOnTp1ql7bey8sLhoaGCAkJaVOHxYsXQ1VVtb1p9p/Q0tICS0tLbN++/W+XOX8PN27cQEhICB48eAAejwdpaWn06dMHqqqquH79OgYNGoTZs2fDxcUFSUlJWLRoEeTl5bF37942st4Owa8CeNkAcdDQSPiYw8fb90XIyspCZmYm8y0sLNxGlvPnv7+ms/6fBpfPw+PSArytKkWLoK2cUYjFgpmcMvqo60BK+K9JvTvRif8UdAZGOvFvjStXriAsLAw3btz4y2XwBQJcz8/E57rqH65LecVYNnQUgNaBl6GhISoqKuDu7o5Vq1bB0tKy3TY/4w3So0ePbxqAEREqKyu/GfDIz89HcXExlJWV2wU7/vytoqLyt+tlv5qU/mrqVqBVs66srAxDQ0NkZ2czRqR+fn44cOAABAIB3Nzc4OLigvXr13dYRkVFBRYtWoRz585BV1cXmZmZv+Th8v79e4SEhODixYsYNWoUhg0bhtmzZyMmJgaHDx/GhQsX4OXlhYCAgHbn9sqVKxg7diy4XG6H7SoQCHD79m0EBwcjNTUVDQ0NmDRpEurr6/Hw4UM0NzczKYL79OkDKysrxh+mtLQUmzZtwoULFzB//nwMGDAA8c3VkNf4dY32zT0HkHDyLFgsFiwsLEBEzKAfaM3gs3DhQhQXFyMlJQX6+voAWrXh3t7eKC4uRmNjI9hsNsaOHYspU6aAw+Hg8+fPjDHs109zczM0NTVRVFQEU1NT+Pj4IC8vD7dv34acnBxWrFiBAQMGQE9PD1paWqiqqkL//v3h6OiIlJQUxMTEwM3NDX5+ftDX129NSXp5JaxM8gHwOjw+gjhYUmNw5NQLLFy4EDweD7Kysqiuroaamhr09fWhqKiIBw8eQF5eHtXV1RAREYG6ujrMzMzg6OiId+/ewcTEBKGhofDy8sKRI0cwZMgQcLlcvH79GvLy8vj06ROz3aBBg5CTk4OsrCyEhYXh/fv32Lx5MxQVFVFWVgZrGxsM27UJJPprfj9BoyahOOsTAMDZ2RmTJ0+Gh4cHHj58iOjoaMTGxsLGxgbe3t4YNWpUh/4ZAFBUVIRp06ahsrISZ86cgZmZGQIDAxnzYhaLBSMjI/B4POTl5WH48OGIi4vDw4cPYWJi0mGZBw4cwP79+5GcnNzGnJLP5+PFixeIi4tDXFwcXr58iYaGBvTv3x87duyArq4u7t+/jzt37uDOnTtoaWlBdXU15s+fDyKCsrIy3NzcsGDBAqxatQrnzp3D1atXQUTYtGkTLl68iHv37uHMmTM4cOAAoqOjmTSud+7cwZo1a5CVlQURERGMGTMG0dHRUFFRQX19PYqKiqCuro7Zs2dj5cqVzOC1qamJCZLcunULXbp0wcePH2FpaYnExERwOBycOHECQUFBMDExwapVq+Dq6goulwtTU1PY2tri9u3bMDbSQb++3XBg/z6ArQiwWwc9nz9/hp2dHd6+fYvbt2/j8ePHOHHiBABg3759iIyMRFVVFXr16oWzZ8+ipaWF8fCoq6vDmDFj4OLiAhcXF5iamoLFYoHL5eLkyZOYM2cO0/Zf30FeXl6YNWsWNDU1sX37doSGhqKhoQH5+flQVVVlPBfu3LmDhoYGnDt3Diz+F6D5D5QUpaCmugwmpraAiCkgZofwiIvw8/MDn8+HuLg4JCQkMGbMGKxfv76Ntw7QOgA+fPgw9u3bh0+fPkFGRgYtLS3o2rUramtrkZ+fDy6XCwBMWU1NTZCSksKIESPw4sULbN26FYWFhQgPD0dGRgZ8fHwwadIk6OvrY8mSJXjy5AkOHjwIERERJkDp5+eHo0ePfvOdlpaWhr59+0JYWBgSEhJIT0//pv9RU1MTIiIisGvXLsjJyWHlypXw8vKCkJAQOBwO1q5di6ioKBw8eBCLFy9GXFwcunTpAgDQ0dHBo0ePoKen12HZf0ZlZSXmz5+Ply9f4syZM4xXFhFh9+7d2LdvH27dugULC4sOt3/69CkmTpzIBHkkJSXx8uVL9O7dG15eXm1S02/btg1FRUWMUXRQUBBOnDiBBw8eQEVFBXV1dfD09IShoSGOHz/eoYdJVVUVbG1tsWPHDowZM4b5/erVqzh8+DBiYmK+eaz79u3DzZs3ERsb+7dk5/lVlJSUwMjICNLS0qiqqkJzczP09fVhamqK3Nxc8Pl8zJo1C5MnT8aVK1ewYcMGjBgxAr///jsUFRXb9sd4eUDjbaClgxTywiaApEdrUBSt57KsrKxdsCQrKwsfP36ErKxsh0GTLl26/K0pnv+M+pZmXMpJRyW38bvrSQuLYoxBVyiI/Wvq0YlO/Fvgf5qi0olO/J0IDAykpUuX/lNlJP2iH4DjGC+GSqyqqkqZmZlMWXw+n96+fUvHjh2jadOmUdeuXRlvkFWrVtG1a9eopKSkzf4bGhooIyOD4uLi6MSJE7Rp0yaaNm0aubm5kampKUlKSpK8vDxZWFjQ0KFDafbs2bRt2zYKDw+npKSk70pc/pWIiooiFRUViomJ+Uvbd+3alcTFxYnH41FYWBiJiooybfXVW6SgoIBUVVXp8ePH3yzn8+fPJCwsTLKysjR79myqqan57n4FAgHduXOHBg0aROrq6rR582YqKSkhgUBAgwcPJiMjI1JTU6NNmzZ918fF3d2dLCwsfnicCQkJpKCgQG5ubiQvL0/z5s2jzMxMysnJoYiICJo9ezaZm5uTtLQ0ubi4kKurK8nIyNCcOXPIz8+PudYWhB/9S/IMa49BTBldu3YlGZlWuYmcnBzZ2dmRpqYmmZubk66uLp06dYri4uLo/fv3VFNTQzwejzZt2kQaGho0fvx4kpeXJ3l5eXJwcKDAwMB23j7V1dX06tUrOnXqFBkaGpKhoSG5u7uTmZkZI9H5KtmRk5Ojfv36kZKSEllYWNDevXsZunp+fj7p6enRsWPHWgvmVRI13CSqDiSqWEqNRQso5f54Wr7Alpx6WTJU7aioKJKXl6eNGzcSAJKQkKAxY8aQlpYWDR06lAICAkhdXZ3xpxASEiJhYWHq2rUr4/sgJCREAEhRUZGkpKRoxYoVdODAAerZsydVVlaSqakpjRw5kkxNTenhw4e0du1a0tfXJzMzM3JxcSE5OTn67bff6FlR7i+dp6nBgcx5kpOTI21tbRIWFiYAJCUlRd26daOxY8fS6NGjycHBgaSkpKhHjx60ZcsWys7OZs7B+fPnGbnC58+faffu3czxqqiokIODA+MJEhkZyVDq1dXVqbCwsMNrODo6mjQ1NdvspyPw+XwaOHAgI9Pp2rUrKSkp0ZgxY2j37t3Ur18/kpCQIGVlZerVqxdJSUmRlJQUeXp60vTp02nFihX022+/tSlzw4YNJC0tTT169KCCgoI2y/744w8SFhamK1euUFlZGa1du5ZERESoS5cuNHr0aCosLKRJkyYxXin9+/enZ8+etSmjsbGRLly4QCwWi9hsNvXo0YMOHTpEJSUlxOVy6eTJk2RmZkb29vY0fvx4GjFiBBER9evXj6ytrUlKSoqGDBlC9+/fZyj5Pj4+tHnzZiIi2r9/P82bN49aWlro7t27JCUlRdLS0sRms0lKSoqUlZXJ0tKSxMXFSUlJidhsNt24cYP4fD5VV1dTeHg49e/fnyQkJJh7R09PjyQlJSksLIw2btxI/fr1Y6RdXbt2JX9/fxo6dGib4wwLCyMzM7N2vjURERE0fvx45v/m5mYaO3YssdlskpOTo549e5Kamhqlp6cTUevzs7CwkO7cuUNr1qyhQYMGkb6+PomJibXzARERESEJCQnas2dPm+eyQCCghIQEcnd3Z3xibG1tKSIigrhcLvH5fDp69CipqKjQihUrmGvUy8uLDh8+TCdOnCBhYWFycHDo0IeHz+eTk5MTIwu7detWh9drVVUVBQYGkoaGBnl4eFBiYuI3ZRUPHjwgIyMjkpSUpFevXjG/29vb05MnTzrc5lu4cOECqaqq0vr164nD4dCCBQvI3Nyc8vPzO1yfx+PR1q1bSVVVlaKjo5nfGxsbSV9fnxQUFNpJ7v4sozl69Cjp6+sz5dfU1JCTkxPNmDHjh5KkFy9ekLKycptnfXl5OcnKylJLS0uH25SVlZGKigq9ffv2h23xr8TixYvJ2tqagoKC6OnTpzRy5EiSlZUlAKSmpkbdunUjWVlZmjhxIt26dYsCAgJIQUGBxMTEKDQ0tLWQpqdEFYt/ID0LIGr8sbSIz+dTfn4+3b9/nw4fPkxLly6l4cOHk5mZGeNr5erqSrNnz6Y9e/bQjRs36MOHD/+UjJovENDZj6k//R46/uElNfN/zROvE534T0InY6QT/9bw8/ODk5PTL7MVvoLDa8GxDy87lM98CzWlZfjdfSQEPD6EhYVx8+bNNmwQZWVlODo6olevXrC3t4eKigqKioq+yfior69npCzfYnz8/6JfdgT6r0w8X2eEOmLJ/AwGDx6Mly9f4tKlSxg/fjz27duHd+/eMal3ly1bBn9/f8TGxmLp0qV4/fp1O6mPQCDAgAEDoKGhgdraWmhqauLu3bs4evRoO0d9DoeD8PBw7N27FyIiIli8eDHGjx8PPp+PiIgI7N69Gx8/fkRISAhmzpzZYarCP0NWVhYrV67E2rVrv7lOQkICfHx8GGp0UVERDh48iCNHjsDJyQlLliyBs7MziAjHjx/HunXrIC8vDzabjU+fPoHP5+PrI3qgvx+GzJ/1S23Ma2nBFrcRqK+oAgDs378fgwcPRmNjIyZMmAAJCQm8e/cOpqamUFRUhLq6OgoLC1FUVITCwkKwWCxoampCXFycoQiPHDkS+vr6ePfuHZKTk6GgoIBRo0Zh5MiRsLW1ZWYHuVwuZsyYgffv32PUqFE4c+YM2Gw2ZGVl8fz5cwCAsrIytLW1UVVVhaKiImhoaEBLSwvv37+Hg4MDJk+ezMh11NXVmdlhBQUFVFdXM8fp6OiIx48fg8Vi4enTpxg+fDjq6+uhp6eHzMxM6OrqoqWlBUVFRRAWFoawsDCTnhIApKWlYWRkhBkzZqB79+5wdXWFs7Mznj17Bj09PSgpKWHmzJnw9fXFihUrEBQUBD09PXC5XEyYMAGTJk2CpaUlWCwWPn/+jBUrViAhMREj1i5F94EuPzxPCiJi2DZyAj6mZ4DNZkNTUxP79u2Dl5cXM5N+/fp1vH79Gjo6OkxbfP78GcXFxeDxeBAVFYWIiAgEAgHMzc1RXl7OLOPxeJCUlISNjQ0mTpyI0aNHQ0lJqU0dlJSU8OHDh3apSh89eoRRo0YhJiYGNjY23z2OwMBAnDp1Cnp6ekymjoKCAuzevRuHDx8G0Do7P2jQIMyZMwc9evSAo6MjBAIBWlpawOPx4O7ujrlz56Jv376MnIHP56O6uhqJiYltZuYnT56Mc+fOobm5mZnx3rFjB06fPo0PHz5g8uTJWLt2LYyMjBAZGYmtW7ciPT0dqqqqmDVrFtasWcPc58bGxpg3bx727NkDJycnxMTEwNbWFmPHjoWXlxeuXbuGefPmQVdXF+vWrWMy1tjZ2UFKSgpBQUGQlpaGl5cXDh8+jA8fPkBERASTJ0/G48ePUV5ejpaWFhARBg8eDBkZGVRUVODu3btgsVi4cOEC5s2bh7q6OsjJyaG6uhp8Ph8sFgvdunXDlClTUF9fj5CQECgoKGD69OlMJo5ly5ahrq4Ofn5+qKiowIEDB8DhcGBrawsXFxfo6upi7dq1SEpKYphiX3Hy5EkmNXJdXR369u2LDx8+oH///pg/fz6am5tx+PBhJCQkQF5eHpWVlSAiCAQCyMjIQFdXF927d4eTkxOcnJzQtWtXPHnyBIMGDYKSkhKqqqogJCQEV1dXrFu3DjweD2fPnsWlS5fQo0cPPHz4EGFhYbh16xZiYmJgZ2eHoqIiSEtL4/jx48z7JTc3FzY2NsjNzYW0tDSePHmCgQMHQlZWFsnJyTA0NGxzTL/99htaWlrQu3dvXLhwoc0xFxQUICQkBCdPnoSnpyeWLVv2TZbGn8HhcKCqqgppaWkcOXIEI0aMwIgRIzB16tR2WWx+hOLiYvj5+eHp06cwNTVFbGws5OXl261XUFCAyZMng4gQHh4OHR0dZtnixYtx7NgxhIeHt9l/ZmYm+vXrh4KCAly8eBHLli1DYmIijIyMUF1djcGDB8PGxgYHDhz4KRbpkSNHcODAATx79oyRAPXo0QPHjx9nWC9/xrx588Bms7F///5fapO/G8XFxTA0NIS/v38bOVBqaiq2b9+O2NhYVFZWQk5ODiwWCyoqKpCQkEBqaioA4NSxNfAdxQHrZzNRSc8ARH89JTYAhr33Z4bJ178LCwvbSM3+/K2jo/PNjEUA8L66DDEFn36pLn3VdGGv0jEbsROd+E9HZ2CkE//W6N27NwIDA+Hs7PyXtn9RXoQHX/J+ebuwhSvwLuEhAMDS0hJGRkZQUlKCqKgoysvLmaBHSUnJT0lc/n9QTf8KeDweFixYgMePH+PWrVvtaNW/ghkzZuDhw4doaGjAqlWrMH/+fNy9exe7du3Czp078fvvvyM5ORlLly5Feno6WlpaEB4e3qaM4OBgREdH4/LlyzA2NkZJSQkePnyImTNnYsCAAdi9ezc4HA4OHjyIY8eOwdHREYsXL4aLiwsTpPj6u5KSEoSFhXHs2LEf1v3Dhw8wMzNDVVVVh51ZoFWi4uPjg4sXL8LFxaXNMg6HgzNnziAkJAREhIaGBrBYLOjp6SE1NRV8Ph9cLhd8Pp/ZRkZZCetiL0P4F6RCNRkfEThhGlpaWsBisTBgwAC8f/8ekpKScHNzQ1JSEnJycsBms/Hx40eoq6sz2xIRamtrUVhYiMLCQqSlpSEwMBA1NTUYOHAgkza0pKQE4uLi4PF4jETD3t4ehoaG+OOPPxAbGwug9T7JyMiAhYUFqqurweFwYGdnh3v37mHYsGFYuHAhhIWFMXbsWHTp0gXW1taMRCc7Oxu1tbXQ09ODjo4O7t271+Y45eXl0atXL2RnZyMnJwdycnIoKyuDsbExzMzMcPPmTRgbG+Pq1avYtm0bzp49i2nTpiE5ORktLS3Izs6GpaUl5OTk8OLFCxARZGVlwePxMHnyZAQHB2PGjBl4+vQp3r59C2dnZ7x69Qrx8fGws7NrU5eGhgZ069YNJSUlaG5pgfvcGXCd4Qv2NzqvXWQUMEjLEG9epMDJyQl+fn4YN24clixZAiUlJQQHB8Pa2hpAq7/ArVu3EB0djbi4ODg4OGDUqFEoLS3F9u3bwefz0dLSAlFRUbDZbDQ1NQEAhIWFISUlxbTfV6+hP38sLS3x5cuXNkHY9+/fo3///ggPD8egQYO+e60lJCRgwoQJcHNzQ48ePbBs2TI0NTVhxYoVuHr1KsLDw5GYmIgdO3Zg8+bNiIuLw5MnTyArK4svX77gxo0b8PHxwZw5c/Dw4UOkpqZCIBBg8ODB2LNnD65fv46QkBDEx8fD0NAQFy9exNq1a1FfX4+nT59CV1cXQGsK2WHDhoGI4OHhgaioKAwePBhr166FmZkZiouLsWbNGly8eBFNTU3MO2Tnzp2YOHEiQkNDMX78ePj6+iImJgZRUVG4c+cOxMTEYG9vj6lTpyIkJARPnjyBiYkJtm7dilGjRjH+FJMmTQKfz4e0tDQqKysBACoqKpg/fz4iIyMRGBjYJnAXFhaGDx8+MFImLpcLISEhGBgYQFxcHKWlpZg/fz7mzJkDPz8/5OTkMDKuXr16obS0FCEhIZg2bRqEhIRQVVUFfX19fPjwAW/fvkVMTAxCQ0NBRHBwcICLiwsjX/ua1jw+Ph4qKio4duwYWCwWZGRkUFtbCxaLBYFAADk5OcjIyKC0tBTLly+Ht7c3TExM2lH/m5ubsXnzZpw4cQJWVlbo2bMnVq1ahc2bN+Pw4cOoqamBkJAQHB0dsXfvXmhpaaFHjx4oLS1FU1MTNmzYgEOHDkFLSwulpaUYOXIkJk6ciH79+mHt2rXgcrltfELy8/PRq1cvVFZW4tq1a3Bzc0NFRQXMzMzQ0tICNpuN9PR0xq/r3bt32LVrF65fv46pU6ciICCAuW5+Furq6jh06BCWL18OR0dHiIiIwM7ODvPmzfulcioqKjBs2DDw+XxkZ2dj1apVCAgIaDPIvXr1Kvz9/bFw4UKsWrWqzbJHjx5h8ODBcHV1xbVr19qUvXXrVhQXF2PIkCGYPn064uLiYGFhgcrKSri7u8PJyQkhISE/3e8gIvj6+oLNZuPUqVNgsVhYsGABdHV1sXz58jbrpqWlwdXVFenp6e2Cr/8/4OLigurqarx+/brD5VlZWQgMDMTNmzdRVlbG/M5iAe+fTIaZseLP74ytCMitA1h/r2S5ubkZ2dnZbYIlX7/Ly8thYGDQLmhibGwMTU1NXPj8HkWcul/an5yIGKaZWP3b9Es70Ym/Ff/zJJVOdOLvg5KS0j+VtvZa7oe/JE8YtnQ+Qxc2NDQkT09PmjNnDgUGBlJERAQ9ePCAPn/+/Ldly/nfgLq6OvLw8KBBgwb9UK7yM1i9ejVJSUnRgAEDmN9evnxJlpaWzP+pqank4+NDysrKpKys/N/SCiJ69+4dKSkp0cePH4nov1P9EhHV1tbSmDFjSEJCgqSkpBj5ClEr/X7ixImkoKBACxYsoMzMTGpsbCQ1NbV2WVS+hdmzZ5O6uvo3l9+7d49UVFTaZAT4M7Kzs2nr1q2kpaXFZF/4KiXCf2VTUVZWJi8vL5KXlycA5ODgQO6zp/30NbrzRSI5u7uRpaUliYiIkLW1NYmIiNC5c+fo9evXtG3bNiYFNZvNJicnJ3r27Nl3Myk1NTWRuro6qaqqMnTylpYWKigooKdPn1JISAg5ODiQqKgoQ6X/muYT/0Vf1tDQICsrK+rXrx/Z2dnRiRMnyN/fn1RUVEheXp6GDh1KfD6fqqqq6MWLF3ThwgXatm0bTZkyhezt7UlRUZGh3+O/5DJiYmIkKSlJpqamNGzYMFqyZAnp6emRjo4OeXl50YsXL0hJSYnk5ORIT0+Pzpw5QxMnTiQ2m02LFy+mbdu2kYyMDBkYGJCOjg4pKSkRi8UicXFxRmLxVarwVdZ16dIl0tbWbpfSUiAQ0NKlS5k2EBMTI+0uBrQ0NJgOPk+i5VfO0oKIo7T9ynkqbWyb1vnmzZsMJb6lpYUOHTpEampqNG3atDbpZgUCASUlJZGnpyeJiIgQAFJQUCBHR8c2sgZxcXEyNDSkFStW0N27dyklJYWuXbtGBw4coJUrV9KECRPI2dmZDAwMGKmNjY0NjRgxgqZOnUry8vI0Z84cevjwIeXk5HzzeVZQUEAaGhoUFxdHxsbG9OrVK0pLS2MyqlRWVhIRkaamJk2cOJHZjsPh0JIlS4jNZlPXrl2JxWLRiBEjaNKkSaSgoEBLly6lyZMnk4qKCnXt2pUGDBhAKioqdO/ePVJVVaXnz59Tnz59KCEhoU3bqKqqkq+vLwUGBlJNTQ1t3bqVVFRUaNy4cQy9XyAQ0IULF8jc3JxYLBZJSkpSnz596OHDh6Surt5GonH79m1SUVEhb29vkpOTIysrK9LT02MyeQ0fPpzJioH/kkJpamqSnJwcOTk50dq1ayk+Pp5MTU0pIyODDh06RN7e3iQuLk6ysrJkbW1NSkpKZG5uTkZGRiQnJ0cHDx4kotbn3IwZM0hBQYFkZWXJ0dGRydo1a9Ys0tDQaHP8YWFhNGrUKOYYR40aRXPmzKHS0lIKDQ2lIUOGkIqKCrHZbEaq9fUjKipKdnZ2NGPGDDp16hSlpaW1ySgSGRlJ6urq9Pr163bXQFpaGllZWZGnpycVFxdTQkICycrKko2NDWloaNDSpUvp1q1bNHXqVEZKZGBgQLq6unTnzh0yNjYmb29vRi5VUFBAQUFBZGVlxaROvX79ervnU11dHTk6OpKIiAgFBQXRjBkzyMLCglRUVOj48eMkEAjowYMHNHToUFJXV6fff/+duR7/CpSUlKi0tJTq6+tp4cKFJCMjQ2PGjPmlMrKzs8nExIRWrlxJfD6fsrOzqW/fvtS3b1/69OkTNTQ0kL+/PxkYGHQoI62rqyMtLS2SlZXtsP9jaWlJISEhpKKiwkjHysrKyMrKipYuXfqXUs3W19dT9+7dmXfwxYsX28m1BAIBubq60v79+3+5/H8VDhw4QCIiIu0kzB3h2rVrzL3g2k/nl9PFU8Ui4jelUkREBBkZGVFKSsq/6Kj+Gw0NDZSamkqXLl2iwMBA8vPzo+7du5OSkhLJKynRrjfJf6mPW8Vt/JfXvROd+N+ITsZIJ/5tUVFRAUNDQ1RXV//lyPbFz++R31D7y9uVvExFxOrNKC4uxpIlSxAUFPSX9v/vgqKiInh6esLW1pYxwftnwOPxYGtri+LiYowYMYJhaeTn58PR0RGFhYVt1k9PT8fSpUsRExODhQsXYs2aNRgyZAj8/f0xa1arvGTnzp3IycnBwIEDERISgpycHHh4eODu3bvo2bMn3N3dcfz4ceTn52PhwoWYPn06w/YICwvDpUuXcPv27Z+qv66uLvr374/Tp0+3W3bv3j2MHz8e0dHRDJPkl7zRAAEAAElEQVTpy5cvSEhIQHx8POLi4lBeXg4ejwc7OzsoKiri3r17aGlpYUwjeTwe5OXloaqqipkzZ+Lo0aMQFRVFeno6Lrx5jsym788A8blcRK/9Hb26mkNHRwdbt27F0qVLcfr0aXA4HFhYWGDo0KG4cOECFBUVoaysjKSkJOTm5kJeXh7Dhg3D4MGDMXDgQCgoKLQp+/79+5g4cSJ4PB62b9+O6dOno7a2FqdOncK+ffvQ3NwMUVFR1NTUoEePHqirq8OHDx9gYWGBN2/eQCAQYNOmTaipqcHOnTthZ2eHL1++IC8vrw1Dhs1mQ05ODmpqatDV1YWJiQnMzc1ha2sLS0tLiIiIQEtLC2pqakhJSUFlZWUbI9jQ0FDIyckhOzsbHA4HSkpKqK2tRXNzM5ydndHY2Ihu3bqBz+fjzp07cHd3x+3bt2Fvb4/ExES0tLRAUVERNTU1EAgEICIYGRlBQkICV69ehaGhIYKCgnDmzBk8evSojcwrPT0dPXv2ZGQsjx8/xpUrV7Br1y60tLQAACQkJJCZmflD1lVNTQ22bt2KEydOYNSoURAVFcX169fBZrNRW1sLDQ0NiImJITs7G0pKSsjJyQEAjBw5EkFBQaioqEB0dDSio6PB5XIxatQoeHt7w8nJiaHRCwQCCAkJoaioCAUFBcjIyMCqVatgaGgITU1N5OfnIz8/HyUlJVBRUWnDONHU1MSJEyfg4uKCadOmwcPDA+vXr8fvv/+OnTt3YurUqWCxWHj37h3Mzc2Rl5fXRg6wadMmHDhwAAsXLkRycjKEhITw6NEjSEhIQEJCAm5ubnB1dYWSkhKePHmCU6dO4fPnzzAwMMCKFSsQFxeHoUOHYtq0aUyZPj4+0NLSwosXL/DgwQMAQF1dHQ4dOoQ9e/bA2dkZ69atQ48ePQC0mh37+Pjg0aNHEAgEUFJSgru7O8LDw9HS0gJra2v89ttvGDlyJNLT0zF9+nSkpaUxTK+vEBUVRUhICGbPng2gVdIwYsQIfPr0iZE6SUpKwtHREcLCwkhJSUF2djYCAgIwbdo0mJubY+nSpRAREUF0dDTGjx+PzZs3g8Vi4cuXL9DW1mYyoRw5cgSTJk1CbGws/P398ebNG8jLy2PgwIFwcXGBoqIiTpw4gfT0dIiIiKC+vh5CQkLg8/lQUVGBoqIivnz5wjxvhIWF0bdvX4ZR4uDg0KGR9aVLlzB//nzcvn0bNjY24PP5CA4OZphAcnJyiIiIwNOnTyEqKorZs2djw4YNbdgOAoEAsbGxWLRoEbKysgAANjY22Lt3L3r37t3ufb5161aEhYWBx+NBRkYGkyZNwoQJExi2B5/Px8yZMxEeHg4hISEICwvD0tISS5cuxa5du1BRUYFly5bB19f3hxLJH0FBQQHZ2dnMc3H58uWMrGbv3r1QVPw+wyAlJQXDhw/HmjVr2rBM+Hw+QkJCsGXLFkhKSqJ///44ePAg5OTk2pUxa9YsXLp0CcHBwZgyZUqbZZmZmXBycgKLxWLYiqWlpRg4cCCGDh2Kbdu2/eX+UkZGBvr27Yu7d+9CS0sLJiYmqKioYM7ttWvXsGbNGrx58+abZvL/04iJicGsWbMwYcIEbN++/bvr7t27F4sXLwabzcbOzX2wZI7VL+8v4mIOZi+9Bz6fj0uXLsHDw4Nh8jU3N6O5ufmf+vtnloWHh4PH40HdQA/LrkX+uNIdYJxhd2hK/u+RcHeiE/9T+N/x5OpEJ/4CPnz4wDj2/1WIC/21W+Dd6zcoKiqCiIgIjI2N0dDQACkpqb9cj//NePv2LTw9PeHv749Vq1b90/RKIsKcOXMgLCwMHR2dNqmWVVRUUF5eDiJqs5+uXbvi9u3bWLVqFcLCwnDkyBFoaWkxuura2lomte7Lly+xZMkSjBo1Cg0NDdDX18e2bdsQHR2NBQsWIDExsU2njYiwZ8+edikJvwUOh4OCggIsWrSo3bK4uDhMnDgRZ86cQXV1NRYtWoT4+HgUFhaib9++YLPZqKiogK6uLkpKSlBUVIS0tDR4enoiKCgIMTExmD9/PsTFxcHhcKCnpwddXV1kZ2dDV1cX7u7uGNqlG8zqqvCstBAlTW1TbvKbm1GYkgrpL5Vg1dRj7969UFZWhqenJ6KiosDlciEQCODk5ISAgAB4eXnh7t27+Pz5MxQVFREREYGFCxeivLwcJ0+exPTp02Fubo7Bgwdj8ODBsLW1xYABA2BmZoaBAwciMDAQQUFBKCgogKKiIpOhyc/PD+7u7iAi5Obm4tWrV7hx4wY+fvyIkpISxpeFxWKhuLgYLBYLBgYGWL16NZSVlZGWloaoqCjk5eVBS0sLKioqyMzMRGJiIgoLC8HhcKChoQEej4c3b95g9uzZMDY2hpaWFrS0tGBjY4NXr15hyJAhmDBhAubNm4fExEQ0NjbCwsICjx8/Bp/PB5/PR2lpKWpqanDp0iU0NzcjLi4OQKvUKysrixmsq6mpMdKirl27Yt68ediyZQs+ffqEsWPH4saNG8wA1NvbG8HBwejXrx+TzltfX79Nx7y5uRkbN25kspV0hObmZjx58gRVVa0eMRcvXgQAaGlpMZlYbG1tMXHiRBQVFWHevHlQVlbG5s2b8fLlSzg4OEBXVxejR4/GjRs30NzcjOjoaMyZMwfl5eUYOXIkvL294eDgADExMWhoaEBJSQmrVq2Cl5cXDhw40OY+5PF4KC4uZgIl+fn5OHv2LGpqavDy5UtERkaitrYWK1asgLm5Oe7evYv09HTo6OjgzJkz0NbWhpiYWJv7OzExER4eHoiOjkZjYyP09PSQk5MDBQUFpKenIy4uDhEREUzGHAMDAzQ1NaGyshK3bt1iUj+/e/cOQ4YMYQb3ycnJePXqFaqrqyEvLw8ZGRmsWLEC8+bNw+HDh+Hu7o5evXphw4YNsLKywr59+zBmzBhs27YN69evR0REBG7dugVTU1PweDxcuXIFCxcuRH19PZqbm5lgwrRp01BcXIzY2Fiw2WwsWbIEFy9ehK6uLl68eMHcu/n5+UwA6t69e/Dx8UFYWBgjHTE3b/Um0NfXR0ZGBpKTk+Hh4YEvX75g2bJlWL58Ofh8PmxtbdG9e3ds3LgRgYGBsLOzg7CwMPT09MDj8cDhcPDgwQMmyGhvbw8nJyf06dOHkbFt3LgR6enpWLZsGXbs2AE7OztcvnwZDx8+REJCAhYtWoTMzEw4Ojqif//+cHFxgb29PURERDB69GgICQlhyJAhOHLkCPbs2YOqqir07dsXa9euhZOTE3x9fXHp0iVcu3YNJ0+ebOeBwGKxUFJSguLiYpibm2Ps2LE4duwYXFxcICcnB19fXyxduhTa2togIly+fJnxR0pOTkZERASsra1hbm6OSZMmYfTo0Th69ChiYmJQXFwMLpeLgoIC7NixAytXrsSIESO+68PwK+DxeG3K6tevH968eQMFBQVYWFjg8OHDGDZsWIfb3rlzh0mZ7uXl1WYZm82GiIgI2Gw2REVFUVVVBQ6H0y4wEhsbi6ioKNja2sLX17fdPr76y0RFRcHFxQVfvnyBq6srRo8ejU2bNv1T728zMzPs378fo0ePRkpKCjQ0NPDmzRvY2NiAy+Vi6dKlOHTo0P+aoAgAKCoqQkFBAceOHcOyZcv+H3vvGRZFtnYNr4YmNRmanHNSDCgIogTBiIoCBgxgzjmMaUwYx4hZMYs554BZdMxiAlHAiCKIqOTQvb4fvtQ7DDrqnDnnfc7zua6rL5qu2rt2Ve2q2nXvda8FXV1dFBUVobCwEIWFhSgoKBC+S6VSTJ48GVpaWmjZ+B2Aoh/enoa6DIWFn5/LlfpIIpEIysrKQnD0e74rKSlBRUXlq+tU/q+hoSF8Ly8vR25uLioqKj6nwr7P+9vHTUnhn7lefuIn/tvwkzHyE/+12LBhA86ePVtNd+JbuHv3Llq1agUA8GjfGn59o75RojrWDR6N5AuXAXzO35fL5dDV1YWbmxsaNWqEevXqwd3dHdbW1v+4Re5/EmfOnEHnzp2xePFiREZG/iN1Tp06FUeOHMHSpUsRHR2NvLw8ZGdnC8s1NTWRmZlZTWgV+DzT6O3tjfv376N9+/Y4fPgwHBwckJGRgeDgYFy+fBnHjh2DRCLBkiVLEB8fjxYtWmDYsGGQyWTCrOyyZcuEvPNTp05h9OjRuHv37ncNGhcvXoyJEycKgx8AKC4uRmxsLGJiYmBlZSUwX5o0aQI/Pz8cP34cixcvRmlpKRwdHQXRQXd3d8yaNQv5+fkYMmQI7t69iyFDhmDBggUoLS3FggULEBMTg4qKCoSEhMDBwQELFiwQtvuupAjZxYWooByfct6hc/NWEOOzACgAYaZQVVUVBgYGghWpVCpFcXExTExMkJWVhVOnTsHb2xsA8OzZM3Tr1g1isRhr1qzBs2fPcOLECZw4cQJv375FcHAwSGL//v1QVFQUhC/btGkDV1dXZGVlIT09Henp6Xj9+jVMTU1hb28POzs7pKenQyQSIT09HSUlJfjw4QNKS0thYWGBAwcOVBPyvXPnDhYsWIDjx48jOjoaw4YNg6WlJYqKivD69Wts2bIFS5YsQdOmTWFqalpFOPbFixdQUVGBnZ0dTE1NcfPmTRQWFmLs2LHYt2+fII5ZaRvctGlTWFhYYOXKlcjPzxcsLUtKSqCkpASxWCxotdSoUQMPHjwAAISHhyM9PR3u7u5YvXo1IiMjoa6uXi3g8f79e+FcHzx4EGpqatDR0cGaNWtQv359Yb3CwkKcPHkS+/btw9GjR+Hq6oq2bdtCW1sb+/btQ0JCAhQVFWFpaYkNGzbA09MTvXr1wt69e9GoUSPs3btXuHYqKipw8eJFQYfHwMAAYWFhCA8Ph1gsxr59+7Bv3z5kZGQgPz8f+/btQ3x8PEpLS7Fnz55vvkzu2bMHY8aMwa1bt3Dt2jW0b98efn5+WLJkCbKysoTgyYsXL7Bq1SqYmZmhuLgYBQUFQhDrypUraNu2Lfbt2wdPT0+sWLECNjY20NXVrXI9lpWVYcuWLRg6dCgcHByQmpoqiC9/+vQJTZs2xfHjx5GSkgIPDw/cvXsXNWvWxODBgxEeHl6t7UVFRYiLixNYS7/88gsCAwNx584d/P7775g3bx4eP34MuVwOAJBIJCAJf39/JCUlYdKkSdi4cSMSExNx8uRJdOzYEUZGRkIARCQSwcnJCUpKSsjMzERBQQGaNWsGAwMDnD59GhYWFhgzZgyMjIzQoUMHpKenQywW4/Dhw1i1ahWOHj2KN2/ewMvLSwggJCUlCcLBlYGPym2JxWI4OjpCS0sLixcvRvv27bFq1SrhWZeamorJkyfj0qVLmDhxItzd3REREYHGjRvD3t4es2bNqnJ88vLycPHiRZw/fx7nzp1DRkYGfHx84O/vDz8/PyxatAi7d++GRCKBq6srunXrhk6dOsHQ0FCoo7S0FJaWlkhMTISDgwOAz4yG/v374+PHj6hZsyacnJwwfvx4AJ8ZCTNnzsS+fftQWloKBwcHtGnTBrt370ZaWlqVZ2lpaSmOHz+O+Ph4JCQkwNzcHJmZmfj48SMAQFtbGxcvXhRYQf8UJBIJ3r17J4iQ3r59Gz179kRSUhIuXLiAnj17wtfXVxDJrcS6deswceJE7N+/X7jXViInJwc9evRAdnY2tm3bBisrK8yYMQOrVq3C0qVL0aFDB+GcuLi4oLi4GHfv3hWs1SuRnp4OZ2dnTJgwAdOmTcPr168RGBiILl26fNXy/u9gyJAhePnyJYyMjODs7IwRI0bgt99+Q2JiIg4dOvQv1y+Xy4VgxZ8/fwxkfM+yvLw8PHv2TGBLyeVySCQSqKurV/loaGhU+b9XJwm8av9423cfSkfUwDMgiTVr1iAyMvIfC8oBn+/pT58+RWpqKh49eiT8ffToEcrKymBvb4/k5GRBX2rC8T3QNzf7oW0oKShgoHM9KP4Xj11/4if+Nv4fpO/8xE/8Ixg3bhxjYmJ+uNynT5+opqb2WZ9AS4tzbpz/odzLVQ9vsOH/ySe3tbXl48ePuXHjRnbp0oV2dnZUUlKilpYW1dXVqaqqytq1a7Nv375csWIFExMT/xF9jv8ENmzYQCMjI164cOEfq3P16tW0tbVlVlYWc3Nzqa2tTS0tLb57905Yx9raWtAN+TMKCwtpY2NDDQ0NNm7cmLq6uqxTpw61tbU5fPhwtmzZks7OzpRKpRw/fnw1e8/i4mKOGzeOhoaG3Lp1K+VyOZs2bcoNGzZ89z54eHiwcePGvHLlCmfMmMGAgACqqqpSLBYzKiqK586dY1FRES9evMjw8HDBsrJXr17ctGkTa9euTS8vL54/f543btxg8+bNaWBgQA0NDZ48eVLYzqVLl2hkZMTY2FiKxWKamJhQW1ubs2bNEmxt/wx7e3tqaWnxzZs3wm/5+fkMDAxk586dWVJSwvXr11NBQUHQNVFVVaWKigobNGjAkydPsrS0VLCHNDAw4Pbt25mVlcWTJ08yJCSEysrKgmaISCSioqIi9fX1qayszNatW3PZsmU8fvw4Hz9+XM1Guk6dOjx//jxLS0vZvXt3GhsbU1FRkSEhITQxMaGrqysnTpzIGzduVMmDf/HiBUeNGkU9PT1GRkYKudtv3ryhRCJhmzZtqh2LSZMmccyYMUxKSuK8efOoo6PD5s2bUywWUyQSVbEWVVFRYd26dRkWFkZ1dXU6OjpSRUWFANilSxe+ePGCSUlJXLBgAR0dHQmAmpqaVFVVFfRORCIRNTQ0qK+vz9jYWJ48efKLxyA1NZX29vaUyWRcv349TUxM2KlTJ8bGxgp2kkFBQVy2bBl37drFXr16UUdHh3Z2dtTQ0OD8+fNZXl7OdevW0dDQkOrq6lRWVubcuXP/UjugoqKCly5d4vDhw2lhYUEnJydOmDCBt2/f5o0bN6iurk4zMzMqKiqyY8eO3LdvHwsLC79a36NHjyiVSpmYmMihQ4fS3Nycurq6X7T0Xb16NZWUlARr0MLCQqampnLevHk0NjamRCIhANapU4c1atSgtra2oBkTFBTEHj16cPz48TQ2NuaYMWP48OFDPnv2jCNHjqSysjKVlJRoYmLCbt26ccWKFVy2bBlVVVWppqZGHR0djho1iqdPn66il0F+1kRITk5mZGQkJRIJRSIRtbW12a5dO3bq1EnQ4fD09KSVlZWgH6KgoMCwsDAaGxtTU1OThoaGrFu3Lk+dOsX8/HyePHmSfn5+gvUzAPbv31/QtigvL+eOHTvo4eFBZ2dn2tracv78+Tx48CD79OlDdXV1wWL5jxo9CgoKVFRU5OTJk3ns2DE+f/6ccrmcv//+O5s0aUIADA4Opq+vLydMmECSfP78OXv16kWpVMrZs2ezoKCAJ0+epIGBAY8ePcopU6Zw8uTJXz3PlXj37h1Xr17NevXqCfo+UqmUampqXLt2LSsqvmzx+csvv3DkyJEsKSnhtGnTqK+vz0WLFrG8vJxdunTh5s2bq5UpLy/nvn376OXlJdxjmjdvznPnzlWzl33x4gWjoqKE+5FIJGL79u2po6NDVVXVKva2/wSUlJSq9KPXr1/T0NBQ+L+goICDBw+mmZkZDx8+TLlczilTptDW1papqanV6jt16hRNTU05bty4aveKa9eu0cnJiZ06dWJubi4jIyNpYmLC2NjYavW8fPmSZmZm1NbWZkVFBV+8eEF7e3vOnj37H9z7zygpKaGnpycjIiLYokULXr16ldra2ty5cycTEhJ44MABbt26lWvWrOHChQsZExPDcePGcciQIezZsyc7duzIkJAQ+vv7s379+nR1daWVlZXQnyqtrA0NDWlra8uaNWuyQYMGbNKkCdu0acPOnTuzT58+HD58OCdOnMhZs2YxNjaWa9eu5fbt23n48GGePXuW165dY2JiIrW0tHjz5k3q6up+9dlZDcXn/5bGSHHeEc6aNYt6eno8dOjQ3z7GeXl5vHr1Kjdu3Mjx48ezXbt2dHV1pYqKCq2trdm8eXMOGzaMy5Yt49KlSzl69Gg2bNiQ6urqgg4XAAb36/HD+iIJmel/u90/8RP/7fjJGPmJ/1q0b98enTt3RkRExHeXefv2Lfr161dFxb318IHw79Xtu+tobmYHR01d/PLLL9DW1sbkyZOrLC8tLUVSUhKuXbuGS5cu4ffff0dubi50dXVBEu/fv4eRkRHq1q0Ld3d31KpVC+7u7rCzs/sfwS4hialTp2LLli04duwYnJ2d/5F6Dx06hH79+uHixYtwcHAASairq8PNzQ2xsbHw8fEBAHh6emLp0qXw8vKqUr6srAytW7fGzZs3oaKigtLSUty9excGBgZYsWIFZs2ahdzcXGhqauLGjRtwdHT8altu3ryJHj16QCqV4uHDh3j58iVUVFS+ur5cLseDBw9w5swZjBo1CqqqqnB0dESTJk2gra2NpUuXYv/+/VBQUMCuXbuwY8cOlJSUgCTGjx+PgIAATJw4ES9fvsTs2bNhZ2eHKVOm4ObNmwgKCsLx48dx+PBhwfpw69atGDFiBOLj4+Hk5ARfX1+4ubkhJCQEN2/exKFDh9C5c2cMGzasyn4OGzYMJ06cwJw5c6rYNxYXFyMiIgJisRjr16+HiYkJAgMDcfLkSbRp0waNGzfGqlWrkJ6eDgUFBRgbG0NdXR35+flCqkvlo8LCwgKhoaGwt7fH1KlT0bt3b5w5cwaPHj2CXC6Hr68vVq5cCTs7uyrH8NWrV6hVqxbevn0LsViMRYsWYebMmSgvL0eTJk2wZ88eXL9+Hfv378f+/ftRUlKC0NBQtGvXDo0aNYJYLMbHjx+xdu1aLF68GI6Ojhg9ejSGDRuG169fIzs7W5jFBT47Fj1//hzz5s2Dm5sbLCwskJSUBFVVVbx9+xbr16+HgYEBunXrBm9vb1y+fBmtWrXCjh074OPjg8uXL0MkEgkz86qqqrCyshLSQS5cuICysjKoq6ujtLQU3t7eOHPmDJSVlaGjowNdXV0UFxcjKysLhoaGsLGxgY2NDYyMjLBy5Ups3boVjx49QkJCAi5evAiSCAkJQZ8+fXD69Gns2LEDhoaGaNmyJS5cuAC5XI7NmzfD3t4eALBz505ER0cD+KxtMWLECIwZM+a7UvpI4saNG9izZw/27t2L8vJyvH37FiYmJjhy5IjAMrl58yaaNm2KsLAwtGzZUmCiFBYWwsvLC2FhYdi/fz8cHR0xfPhwREVFIT29ujWko6Mj7O3tq2j4kETTpk1x9epVxMXFYcCAAQgPD8ecOXOQnp4OFxeXKik7q1evRm5uLuzs7ITfxGIxNDQ08Pr1awQFBUFNTQ2vX7/Go0ePBGZPcnIyBg8ejDNnziAlJQWenp4wMTFBQUEBbt68ifLycvj7+8Pd3R1Lly4VUvnc3d2RkpKCWrVqIT4+HmfPnsWxY8dw7NgxlJWVAfjshjR58mTMmjUL+/fvx7Fjx7B169YqOhiNGjUCALx79w6lpaVwcnJC48aNoaioiAcPHuDBgwfIzc0F8DmdQlFREeXl5dDW1kbnzp0RFhYGZ2dnwYGmZs2auHnzZrVjnJOTA3NzcygrK6O4uBjt27eHkpISTpw4gQEDBmD06NHQ0dHBrl27MGTIEOzduxe+vr6YOHEi1NTUMGnSpC/2lQ8fPmDv3r2Ij4/HrVu3UFFRgYiICMycORNXr17Fpk2bcPz4caipqQn6JP7+/qhVqxYUFRWRkZGBunXrwsjICE5OTli2bJmgDeLv748pU6YgICDgi9vOysqCs7MzBg0ahI0bNyInJwfq6uro3r07mjdvjh07duDw4cMwMDCAhoYGkpOTsX37djx+/BibNm3CkydPQBK9e/fGihUr/hGXjT+y5IDP2iCVqY9/1N46f/684BSkoaGBEydOCCxF4PPzbOLEidi+fTs2bdqEJk2afHF7xcXFGD9+PLZs2QKZTAZnZ2chva8SOTk5aNy4MaysrODg4IBRo0ahSZMmGDBgAPr37/+PMC/+/Hvl800kEkEikUBNTQ12dnbVmBdfY2T81TI1NbV/zBFFJpNBRUUFZWVl6NOnDywsLDB16tRvF5R/Aj5MAyD75qr/FyJAezKgqPvtVf9P254/f16F+VH5t6CgAE5OTnB2doazs7Pw3d7eHq9evUJCQgISEhJw4cIFWFlZoUGDBigpKUFiYiLKy8vx4sVnt0VNfT2M2b8V6ro639UmRZEIUfa1oKPyr2nx/MRP/Nfi/0k45id+4h+Aq6vrF9Xxv4S0tDQGBARQJBLRzMyMy5Yto5qaGiUSCbV1dLgz5c53RdJn793+txTd3717x2PHjnHKlCls3rw5dXR0qK+vTxcXF7q6ugqzpl5eXuzTpw+XLl3KCxcuCA4V/ymUlpayW7du9PT0/C4V9+/FlStXKJVKBYX8Stjb2zM0NJRr164VfmvZsiUPHz4s/P/u3TvOnDmT+vr6VFFR4fbt2ymTyRgdHc0aNWrQyMiIzZo144kTJ/j06VOqqKhQW1ub/fr149OnT/9yX2vXrk11dXWuX7++ynmVy+VMS0vj6tWr2aFDBxoYGNDe3p6tWrWiSCQSHEKOHj1KXV1ddu7cWZiF9/Hxoba2NqdNm8a7d++yQ4cONDU15erVq3nv3j126NCBRkZGXLhwIRcuXEhzc3PBDadydtHKyor3798nSV6+fJleXl50cnIS1nv9+jUnTZpEAwMDtm7dmufOnaNcLueJEydoaWnJ0aNHV9vfvLw8BgcH08LCgg4ODhSLxZRKpdTW1iYA6uvrs06dOtTR0RHYG5UuGyKRiCoqKhw7dmwVFk5ISIgwe/n27VuuWLGCJiYmFIvFtLe35/Dhw3nixAkWFRVx5cqVgiPJhg0baGFhwWfPnnHFihUUiURVZnblcjkfPHjAmJgYenh4UCqVMjo6mgcPHmRRURHLysoYHx/PWrVqUVdXlwYGBtyzZ0+V/Z05cyZr1qxJfX19SiQSzpo1i0+fPqWTkxPj4uJoZmbGxYsX8+rVqzQyMuLEiROpra1NVVVV6urqUkNDg+np6Rw7dixNTU3p7OxMFxcXxsTEcO3atfz111/p4OAguOLgD+4e5ubmNDU1pbKyMt3c3NizZ0/OmTOHo0ePpp+fHwFQUVFRYBpZWFjQyspKcPHx9PTk9u3buWLFChoYGHDmzJksLy8n+Xm2tkePHlRRUaG3tzdzcnL47NkzduzYkWZmZty8eXO1WfW/glwu59ixYykSiWhnZ0dzc3MOGzaMFy9eZFZWFteuXcsWLVpQU1OTISEhXL9+PcPDw+np6Ul9fX3B+WPhwoXs27dvtfozMzMpEol49+5d4bfi4mJGRUVRXV2d8fHxXLduHd3d3SkWiykWi6s5Ph09epSWlpZV7odyuZy5ubm8ffs2FRUVqa6uzm7durFbt2708/Ojjo5OFWaTioqKwJLS19enmpoazczM6O/vz9q1a1NbW5tubm5s27YtZ86cSUVFRero6FAsFlNHR4ddunTh+vXrOXfuXHbr1o3NmzenmZmZUH+l+1VSUhLz8/N569Ytrlq1iiKRiA4ODjQwMKjCUgJAdXV11q9fn9OnT6euri5NTEwIgGKxmNevX69yDMzMzGhtbU0NDY0vumetXL+O4f37sH6blmzbM4o6UinV1dXp7+/PkydPUi6Xc9WqVTQ1Na1yLsaMGcM5c+ZUqau0tJQHDx5kRESE4Lrj7+9POzu7L7qknD59mnp6epw8eTL79+9PJycngaHl5eVFJSUlDh48uNqz087OTnAL+xKmTZvGfv36Cf/funWLgYGBVRgrffr0oampKVVUVNi9e/cq5W/cuEFHR0eKRCJqaWlxxowZfPny5Ve39y3I5XICqLYfJiYm1erNz89nUFAQraysaGpqyiNHjgjLUlNT6eHhwTZt2vDt27csKCjg27dvmZGRwXv37vH333/n6dOnefDgQW7bto0LFiwQ7jHOzs4cMGAAe/XqxU6dOrF58+bU0NAQjkGl45CysjIVFBQokUhoYGBAGxsb1qhRg15eXgwMDGTr1q3ZqVMn9u7dm8OGDeOECRM4c+ZMLl68mHFxcdy2bRsPHTrEM2fO8OrVq7x//z4zMjL49u1bFhYWUi6X89ixY1RUVKSuri4/fPjwt4/rvxs6Ojp8//4909LSqK+v//1tLdj5Y4yR/PgvVvPp0yfeuHGDW7Zs4cSJExkeHs4aNWpQTU2NFhYWDA4O5pAhQ7hs2TKePn2aL1++rNLHsrOzuX37dvbs2ZOWlpY0MzNjdHQ0N27cyNWrV7NZs2bU1dVlv379BGe5pk2bCow1hwb1OT8p8bvGuCl5OX/7OP/ET/xvwM/AyE/8V6KiooKqqqp/SfUmPw+k6tWrR5FIRHt7+yqDkwULFjA6OppdunShTC7ntexXXPbw+pfTZ1Ju8vKzJ7SxseHGjRv/5fbL5XI+efKE8fHxHDJkCD09PSmRSGhvb8+GDRvSz8+P7u7uVFdXp6WlJUNCQjhhwgTu3LmTKSkpwkvSP4m8vDwGBAQwNDT0m8f1R5CSkkIjIyPBSveP8Pf3Z+/evau8yEdFRXH9+vVMTk5m3759qaOjw8jISBoZGfHkyZNMSkpijx49qK2tTR0dnWpU4bCwMC5ZsoTjx4+nnp4ee/bsySdPnlTbdlZWFnV0dHju3DnWqVOHfn5+XLx4MXv06EFLS0uamJiwa9eu3LBhA58/f06SbNeuHR0cHHjr1i2GhYVRQUGBFhYWnDBhAsePH09DQ0P27t2bd+/e5cCBA6mvr8+ZM2fy7t27gu3onDlzmJ+fz5iYGNrb2wvBm5KSEnbp0oWenp5VUmF2797Ndu3aUVVVlQUFVe1dCwsLuWrVKjo5ObF27dqMjY2lsrIy7ezsOH36dEZFRdHX15cmJiZUUVGho6MjlZSUBOva2rVrMyUlhRcuXGCNGjUYGBjIVq1aCTaeDg4OPHv2LK9cucKoqCiqqKhQVVWVVlZW7Nq1KydOnEipVMr8/HyhTRUVFZwyZQoNDAzYq1cv+vr6UkNDg1KplN27d+eSJUtoZGTElJQUoUzjxo2ppaUlWJT+Gc+fP2dsbCz9/f2ppaXFsLAwxsfH8/3795w8eTLV1dWppqbG8ePHc9asWfTw8KCuri6trKyoq6srWAsfO3aMtWvXplwu57Nnz+js7MxRo0YxOTmZlpaWQiBIVVWVnp6ewvZXrFhBY2Njzp49my4uLvT19eWFCxcol8u5fPlyKikpMTAwUEhFEYvFHDhwIGfOnCnQmytp/pWDVSsrK9rb21NPT4+qqqp0c3NjSEgIAwMDqa6uTkVFRcFGtlatWgwNDWXPnj1pYGBAJSUl9u3bt8pxJz8H0Tw9PVmvXj0mJiZ+8Vj+GRcuXKCuri6tra1JfraHnTZtGt3d3WlsbMwBAwbw9OnTzMnJ4ZYtW+jq6iqkEk2bNk2wC23ZsiV37dpVrf7KlKlKvH79mg0aNGC7du0okUhYWFhIc3Nz4WUXAGvXri2s//btW5qYmHzV+pokXVxcuGrVKkqlUm7dupXr1q1j27ZtqaCgIFgWN2/enPXq1aOOjo5wjiq3V3msVVRUqKioSEVFRUokEgYFBVFXV5cqKio8deoU5XI5+/Xrx44dOwrnTVVVle7u7oJtsoKCAhUUFISUAAC0t7dnly5dhIB3fHw8vby8aGRkRHd3dyorK1NRUZFGRkb8/fffaWRkRC0tLUZGRgp9V1lZmb6+vgwLCxNSmEgyq6iAB5494vw/2XIuvHuFR5+lct22eCGAbGBgwOTk5CrHbvjw4Vy4cCHlcjmvXLnCAQMGUCqVsnHjxlyzZg33799PS0tLDhgwoNr95484d+4cDQwMmJCQQLlczqVLl1JbW1sI/IvFYrZr145LlizhvXv3vvkMLysro6mpqbDu3r176eXlRQcHBy5fvpybN29m7dq1q6T07d+/v1pKj1wu5+TJk4WAuba2NgMDA7lu3brvfkGWy+UsKChgZmYmFRUVef/+fV69epVnzpzhwYMHaW1tzQkTJnDx4sWcOXMmhw4dSgMDAzo6OrJjx4709vamqqoqpVIpTUxMqKCgQA0NDUokkirBC2tra7q5udHT07NK8MLCwoJaWlr08fFh3bp1qa+vz7Fjx3LDhg10cXFhaGgot2/fTj09PRobG3Pu3LksKCj4oQDp34FcLqdEIqGhoeFXU6n+J8DGxkZIz+3evTunT5/+fQXlxSzNnvldQRF53my+ePaIJ06cYGxsLAcMGMCAgACamppSIpGwdu3a7NixI6dMmcLt27fz9u3bX72eioqKmJCQwLFjx7JOnTrU0tJi69atuWTJEqakpPDWrVscPHgw9fX1GRgYyPj4+CrX0eXLlwXbdgC0s7Pjy4KP/O3K6a+niKfcZPqnv29j/RM/8b8FPwMjP/FfibS0NFpaWn51+enTp+ns7EyRSMRatWp9cZartLSUpqamVVgnZbIKPnyfzYTMdB558ZhnMp/y8YdcVsg/DzBSUlJoaGjIU6dO/eP7VFJSwmvXrnHJkiXs0qUL7e3tqampyQYNGrB9+/bs2LEjmzdvTjs7O0okEnp4eLBnz55cvHgxz549W0Wn40fx9OlTurq6cvjw4f/oACczM5PW1tZf1fDo2rUrhw4dypCQEJKfB1phYWF0dHSkkZERp0yZwqysLHbt2pUtW7YUBhqzZs3iu3fvmJSURKlUWkWTZOPGjQwLCyNJ5ubmcvLkydTX12e3bt2qvIyPHTuWzZo14+DBg+ns7ExVVVUqKyuzY8eOfPjwYTUGyd27dwU2gZGRESUSCTdv3swDBw7QycmJwcHBvHLlCidPnkw9PT2OGDGCt2/fZq9evaivr89p06bx48ePlMlkHDFiBN3d3YUASE5OjvDS8+cXhdjYWPbo0YMGBgaUyWR8/vw5z549y7i4OI4bN44RERGsW7cu1dXVq+hnDB48mHFxcTx79iyfP3/OiooKXrlyhXZ2duzWrRsVFBSop6fH5ORkrl+/ng4ODsKLXevWrfngwQM2b96cbm5uwkvYmzdv2KxZM9asWZMxMTHs1q0bJRIJJRIJW7duzblz5/Ly5cssKSnhiRMnaGRkxDlz5vDly5dUVVVlcHAwFRQUaGJiwn79+nH//v38+PEjjx07xho1atDJyYkjR478yz6Yk5PD9evXs3Xr1tTU1KSvr6/wolvJCGjbti3j4+NpYmLCwYMHC2WbNm1aJbCZm5tLX19fduzYkUOHDhU0HCpn+Pv16ycEHw4dOkQDAwPu27ePmzZtoo2NDZs1a8auXbvSy8uL5ubm/OWXXzhixAiqqqpSJBIJekO9e/fmxo0bOXLkSOrr61MkElFZWZmNGjXiqFGjGBMTw0GDBjE0NJQODg6CroRIJKKuri49PT3p7u5epX3W1tZUVlamoaEhGzRowM6dO3PChAlcvXo1x40bRxMTE0ZERPwla+rBgwc0NDTkypUrWatWrWrLHz9+zNmzZ7NevXqUSqVs0KABRSIRu3Xrxm3btrFjx47U1tamr68vVVVVqzARKqGhocFff/2VJHn9+nWam5szJiaGJ0+epK+vL0nSy8uLWlpaFIlEbOxjxl2bepIFeygvPMIpEzpw/LixX2y/XC5neno6a9asSX9/f4GVERAQwFWrVtHQ0JBxcXGsX78+582bRy8vL+rp6TEsLIzh4eF0dXUVAlV6enq0trYW/pdIJDQxMRG0PkQikRDo+KN2iFgspqKiIrW0tGhnZ0epVCoEtCQSCa2trXnv3r0vtn3+/PlUV1eniooKmzZtSrFYTE1NTRobG7N3796cNm0aTU1N6e/vL7zgaGho0NXVlVKplJvPnuTCb8wAL3l4jePmzaG1tTUbN25MU1NTzp49W9A7iYyMZPPmzWlra0tnZ2fOnDmTT58+ZVFREYcNG0YzMzOeOHHiq33oj7h48SL19PRYt25d1qpVS2AIVlRU0MTEhDExMezVqxdtbW2pr69PJSUlLlu2rNr9liR37tzJRo0acfXq1XRwcKCXlxf37dtX5d4wefJkenh4CIwQFRUVampqMioqiocOHRKCF4cOHeLQoUOprKxMNTU1BgUF0dHRkcrKyrSxsWGjRo2EoKSXlxdr1KhBGxsbQcOnMtBV2RcqgxcBAQGCPlJQUBCHDh3Kvn37UldXl82bN+fq1au5detWHjx4kNu3b6e5uTkVFRWFgOL3BC8q2XU1atQQNEgOHDhAIyMjWltbs2vXrpTJZBw2bBjV1dUZFxf3Xefqn8D27dtpaWlJAwMDTpw48T+23R+Fh4eHwMCq1Eb6ltZbpSaOibE2D8a3/sugyKVjXWluqkMzMzMGBgZy4MCBgs7U8+fPv3mOZTIZb9++zblz5zIoKIgaGhr08fHhlClTeOnSJZaVlfHdu3eMjY1l7dq1aWVlxSlTplTTcyorK+Ovv/5KQ0NDIYimqqrKM2fOMDc3l1JDA15KTeaRF4+5+cldbn5yl5P2xHPZ3p0s/zcH0X7iJ/5b8DMw8hP/lTh27BiDg4Or/b57925aWlpSJBLR19f3i5TjSmzYsOGLdXwLFy9epIGBwRdfAv5pvHv3jsePH+fUqVPZokUL6unp0dzcnG3btuWgQYM4atQo9unThw0bNqSWlhbNzMzYokUL/vLLL9y6dSsfPHjAsrKyv9zGjRs3aGpq+kVBt38FHz58YK1atThjxoyvrjNu3DgOHz6ctra2XLNmjTC72Lx5cxYXFzM/P5+9evWikpIS69aty61bt1YTqFu0aBG9vLyE/Xz79i21tbWrrPfhwwf++uuv1NbWpouLC11cXCgSidiwYUPOnTuXN2/eZEVFBR88eCAMeNPT0/ngwQNOnjyZTk5ONDc3JwBOnTqVhoaG3LhxI/39/enm5sZDhw4xNjaWRkZG7NatG69evcqBAwdST0+PEyZMEATfysvLGR0dTW9vb+HFpFKMc9y4cZTJZCwuLmZycjIPHz7MxYsXs27durS0tBREUk1MTOjr68vo6GjGxMRw27ZtvHbtGt+9e0e5XM7x48dTWVmZGhoaHDhwYBXBv65du3L+/PmMjY2lnZ0dVVVVBYHJpk2b8u7du0xJSWGjRo3o5eXFe/fucefOnTQxMWGfPn34/v17yuVyLlmyhFKplHFxcbx37x719fW5ceNGDhkyhHXq1KG6ujobN27MwYMH08nJiR4eHqxduzalUinPnTvHBw8ecMGCBQwODhaEdLW1tblmzRr6+/uzbdu2fzk7XV5ezpMnT7JTp06USCRCQMjFxYUTJ05k3759qampSZFIxISEBJKfgwDGxsbVBDiLi4sZEhJCkUjE8PDwz6LMamp8/fo1o6OjaWdnJwSGrl+/ThMTEy5fvpylpaXs06cPFRUV2apVK65cuZKWlpZUU1OjgYEBxWIx9fT0GBoaSnV1ddrY2FBdXZ1t2rShkZERW7VqJaQbbN++ndnZ2ezbty+trKx47tw5VlRUMDU1ld27d6dYLKaCggINDAwYERHBoKAguri4CC+DZmZmdHJyYo0aNejm5kY7Ozvq6ekJARYLCwt269aNMTEx3Lp1K69cucJbt27R0tKSW7Zs4e+//16FIfNnFBcXMzIykiKRSBBZ7datGw8ePMi8vDzOnj2benp61NXVpZeXF3/77Temp6fz4MGDVFBQYHFxMbdu3UqpVMp9+/aRJMePH89JkyZRJpNRS0uLacn7+fhG9JdnY99PJouvUC6TMT09nevWrWO3bt1oYWFBY2NjOjg4MCIigqmpqbxw4QINDAy4du1a1q5dmxYWFgTA1q1bs1+/fmzRogW1tLRYp04djh49mseOHWNiYiJnz55NHx8fIcXF2tpaEIX986eSHaKmpkYnJydKpVIqKyvT2tqajRo1YkREBG1sbIRAipWVFdetWye81KelpbFNmza0s7PjoUOHeOvWLXbo0IFqamqsX7++cH41NTXZqlUrIQ20MqAmkUjYb9K47xZTnHvrAtPefk7/S0pKYocOHSiRSGhkZEQVFRUGBgby1q1bQnDixo0bdHZ2FkQ/vwdlZWWcNWuWIDx+4MCBKstjYmLYp08fFhYWMjs7m+vXr6exsTFbtWpFIyMjamtrs0GDBuzatStHjhxJbW1tqqio0MbGhiEhIezcuTPbtGnDJk2asEGDBnRychL6dyVLR0VFpVr6n4ODA5s2bcqOHTuydevWQkpVaGgoZ86cya5du9LJyUk41itXrmRSUhLT09OZlZXF/Px84cW2oKCAEomk2r736dOHK1euZGJiIo2MjKpNBCQmJtLa2pqDBg3isWPHaG1tzejo6G+myj5//px6enrU19evklpVXl7O1q1b09TUlG5ubtyzZw/FYjHHjx//Xefqn0BhYSEtLS25e/duSqXSaulC/5MQFBRURdg8MjKSs2bN+ur6crmcffr0qXLN+3iacse6tnxyM5p5GQP55tEg3r40iiePruSNG9f56dOnH2rT8+fPuXbtWnbq1IkGBgZ0cnLioEGDeODAAYHJVFFRwWPHjgkpbV26dOHp06e/GGh58uSJMHapU6cOu3TpwpKSEiGwP2HCBPbp06dauY0bNzI8PPyH2v4TP/G/GT8DIz/xX4lFixYJM8FyuZwrV66koaEhFRQU2KJFi2/mEcvlcrq5uVV5WP4Idu7cSQsLi38pX/nv4I8pOEOHDqWXlxclEgnd3d3Zu3dvzpkzh0uWLOHUqVMZHh5OR0dHqqmpsXbt2oyKiuKCBQuYkJAg6IdUzoL/eRD7r6KkpESYOfkrTZYZM2awTp06BMCWLVvy9OnTXLt2LcPDwzl69GiBxr5q1aqv1iOTydisWTNOmjRJ+M3b21t44Zk+fTr9/PyooaFBb29vBgUFUU1NjUZGRgJN/Y94+PChkJ+rra3NESNG8OrVqxw1ahQ1NTWpr6/PFi1a0NjYmCtXruSWLVtoa2vLli1b8uzZsxwxYgR1dXU5atQoZmdnC/UWFxezXbt2bNq0KV+9esWbN29yypQpVFdXp6+vL/39/WlhYUFlZWXa29uzWbNmHDhwIOvWrctmzZqxadOm35XilJGRQTU1NU6dOrWKDsm+ffuora3NOXPmCBTbSrr/n1MgZDKZkJrw66+/MisriwMHDqSxsbHg5vPgwQO6u7szNDSU7du358yZM4XyHz9+5MmTJzlp0iQ2btxY0Fbw9fXltm3b+OLFC2HdgoICHj16lF5eXtTW1qahoSHt7OxoY2Mj6KyQn/v+rVu3OGLECBobG7N+/fqMjY1lVlYWhw8fzsaNGzMiIoL9+/eniYkJlZWVBTefRo0asWnTppwyZUq14/Xx40fa2dlRTU1NuF5cXV3p7+/PDx8+8MCBAzQ2NubYsWNZUlLC9PR0Ojo6CulcoaGh1NLSoqKiImvWrMnw8HBaWFhwypQpgoNP/fr12bp1a5qYmNDPz4+urq48efIkCwsLuXXrVnp6elJBQYEODg48fvy40NefP38uOBHY29vTwsKC27dX1TnKz89namoqz549yy1btnDOnDkcOnQow8LC6OXlRUNDQ+GlWkNDg0ZGRtTT0xNeKM3NzVmzZk0aGRlx/vz53LdvH+/cuSMMzh8+fEh3d3caGRlx4MCBJMlXr15x6dKl9PPzq6LN8f79e544cYJ9+vShgYGBkEPfu3dv2tjYVGFONGjQgGfOnGFqairnTgv+Lrr65pWtaWxszM6dO3P16tVMTU0V9E2GDBnChw8fcvr06bS3t6dIJKKpqSmNjIyopKREIyMj9u3bl9u3b+fvv//OAwcOcPr06QwJCaGNjQ2VlJSqaMX8MfXJ2dmZ5ubmQpDF2NiYAGhpacl9+/ZRLpezuLiYaWlpPHfuHDdt2kRDQ0O2atVKcKWqrLeyX9apU4e//PILV61axaNHj/LevXs8dOiQwGqoWbMmHzx4wC1bttDS0lJoEwAqisX89fTBH3Ka2P7kHnfs2MGQkBDBeadDhw5UUVFhvXr1ePXqVZaVlQlpcKtXr+bTp0/54MEDXrt2jWfPnuXhw4e5Y8cOrl27lrGxsZw1axYnTpzIjh07ChopQUFBrFevHsViMa2srGhraysw7CrT1PT19WloaEgNDQ3Wr1+f/v7+DAgIYK1atQTNo8pUvoiICE6fPp1btmzhgQMHmJCQwMuXL7NBgwZs0KABxWIxHz16VIVJUlBQwA0bNrBmzZpUVlamsrIyg4ODeeTIEeH61dbW5tChQ4W01KdPn3LWrFl0cXERUmP+nHb04cMHampqVruHTJ48mRERETQwMKjCrikvL+e0adNoZGTEgwcPVrlmBwwYQHNz8y+mmJKf78GBgYF0d3evkmoqk8nYo0cPBgcHs7i4mDNnzqRIJKKqqmq1SYN/J6ZOncoOHTqQ/Owkt2XLFhoaGvLZs2f/sTZ8Lzp06MDt27cL/ycnJ9PQ0JBv375lUlISd+zYwWnTprFz585CYN/IyEi4zgHQ0NCQGRkZf5tRW/ksGTRoEB0dHWlgYMBOnTpx3bp1QqpuJR4/fswJEybQzMyMnp6eXLly5VeDaHK5nGvXrqVUKuWECRMENsmfNUr09PSqbYf87Gakp6f3PzoV6id+4j+Jn640P/FfiQEDBsDJyQn5+fmYP38+ioqKEBERgeXLl0NX99uK4MeOHcOECRNw586dv61+Pn/+fGzevBmXLl2Ctrb236rjn0ClO8u1a9dw/fp1XLt2DVlZWfDw8ICXlxdq1aoFLS0tvHnzBvfu3cO9e/dw9+5dyGQylJWVITw8HM2aNUOtWrXg7OwMZWXlf6k9crkcXbp0QWlpKXbv3l1FPb8St2/fxuLFi7F//35IpVKIRCIcOnQInz59wpgxY3Djxg0MGTIESUlJ8Pb2xowZM/5ym1lZWahTpw5mzJiBDx8+YM2aNXj27Bnc3NzQpEkTBAYGolGjRtDQ0IBcLoerqysCAwNx4MAB1K9fH9HR0UhJScGuXbuQnZ2NiIgIeHt7Y8WKFZDL5Vi3bh38/Pzw7t07qKurY8iQIahfvz6mTZsGJSUlTJgwAVevXsWaNWsQGRmJ8ePHAwDS0tKQnp6OlJQUbN68GWVlZRCJRCgtLYWenh6ys7PRtm1bBAYGws7ODnZ2drCwsIBYLBb2LTAwELa2ttDV1cW8efO+6xyYmprCzc0NCQkJKCgowJQpU7Bs2TKUlZVBQUEBIpEIp06dQkBAADp06IDDhw8jOTkZtra2VerJzMzE4MGD8ejRI8TFxUFJSQl9+/YVnFXMzc0xadIkbNmyBcXFxXjx4kW1ayEtLQ1OTk5o2rQpLl26BAcHB7x69Qrq6urw9fUVPlpaWqhduzYuXLiAixcvYtmyZUhNTYWDgwPMzMzw9OlTiEQidO3aFV26dIGTk5OwjUOHDmHGjBn4+PEjUlNTsWnTJsycORNPnz6FlZUV3r9/jw8fPsDExASTJk1CdHQ01NTUUFhYiObNm+PFixeCS9DKlStx8uRJHDx4EJcvX8bx48ehqKiI/v37IzU1Ff369UNiYiJ2794NiUSCcePGoUOHDjA2NsaYMWOwZcsWkERFRQVatGiBa9euoby8HGfOnEHNmjWxf/9+DBw4ECQxaNAgfPjwAbt378aMGTOQm5uLTZs2obi4GF5eXjh06BBEIhHi4+MRGhqKixcvYvjw4VBTU8PixYtRv3797+oPcrkcp06dwrhx4/Dp0yeUl5fDxMQETk5OyMjIQFpaGt69ewcAUFFRgUgkQklJCRQUFCCXy6GlpQVFRUUMGjQIdevWhbOzM6ysrASHn4YNG0JbWxtpaWkICgpCWFgYGjVqBCsrKxgaGiIvLw9WVlbo2LEjwsLCYG1tDXNzc+Tk5ODGlXVoXCftu/YDAKjWFiK1AJSWluLGjRvQ0tLCzJkzcfToUaioqMDU1BTv379HYWEhioqKIBKJUL9+fTx9+hQKCgp48+aNsI+lpaUwMDCAjY0NlJWVcfXqVZSXlyMgIABz585FnTp1kJ2djdOnT+PAgQPYu3cvlJWVYWJigszMTJibm+P58+fQ1NREZGQkxo0bB0tLSxw/fhzjx4/HnTt3oKenh/T0dOzZswcjR45EWVkZysvLYWpqCm9vb2hra+PVq1eC005JSQkkEgnKy8shk8ng6uqKnJwcFBcX4/379wCAWs2aoPv8v74nfgmb+4+ERA7o6emhtLQUBQUFSElJgUwmQ1FREeRyudAH/uwU8iVXEUVFRVy5cgWPHj1Cp06d0LhxY2G9Fy9eYOzYsYiJiUH79u2hrq6OHj16ICAgAIMGDcLKlSuRlJSE1atX4/79+5g3bx6OHj2KHj16IDMzEyYmJnBzc8O5c+dw7tw5iEQiwfGmsLAQK1asQHp6OiZOnPiXLiMZGRlYtWoV1q5di9LSUigqKqJDhw5ITk5GamoqatWqhb179wrjBpJISkrC1q1bsW3bNpiYmKBLly7o3LkzVFRUYG9vL5yHSnTs2BFHjhzBpUuXULduXQDAixcv0KVLFygrK2Pz5s0wMzOr1razZ8+iV69eCAgIwMKFC6GjoyMsW7p0KZYvX46Kigrcu3cPEokEJDFixAjcuHEDp06dwpMnT9C8eXPUr18fd+/ehampKTZt2lTl3vjvwMuXL1G7dm3cvn0bVlZWiI6ORoMGDVBYWIidO3fi0qVLf+ny9p8ESURFRUFXVxfOzs6C88ulS5dQVlYGJycnwfHlj3+1tbURHh4OLS0tJCYmwsrKCgkJCd+93fLycly7dk1wj7l//z68vb0RHByMoKAg1KpVq4oLYUFBAfbs2YP169cjNTUVXbt2RY8ePVCjRo2vbuPdu3fo27cvMjIyMHjwYEyYMAELFixAt25VXRbHjBmD4uJiLFu27Iv1uLi4ID4+Hh4eHt+9fz/xE/9r8f8wKPMTP/G3UFpaSnNzcyorK1NFRYUDBw5kUVHRD9Xh7+/PLVu2/EvtkMvlHDRoEIOCgr6ZrvKfRm5ubpUUHH19fZqbmzMsLIxz5sxhREQEbW1tuXbtWs6aNYsdO3aki4sLVVVVWbNmTXbp0oW//fYbT5w4wdevX/+QE8/IkSPZsGHDauekoqKC+/fvZ+PGjWlubs65c+fyzJkzrFOnDj08PGhvb087OzuOGDGC9erVE6jwX5sFk8vlfPz4MVeuXMnw8HBqampSLBazZ8+eXLBgAS0tLb/Y7koBzvT0dM6YMUMQfrS0tOTy5curzJzIZDIuXrxYmEn29PTk0aNH2aRJEzo4OHDu3Lns3LkzJRIJa9asyeDgYLq5uVFNTY2Ghob09vZmREQEzczM6Ofnx4sXL/L169ecOHEibWxsqs1IfglOTk7s0KEDly1b9t3noEePHoK2Q2WevEgkor+/P21sbASXltzcXCH/XyqV8tGjR1+sb+/evTQ1NeWAAQOYk5PDefPmCcKypaWlPHPmjOCqVFxcLJR7/fo1zczMBPHN5ORkuri4MDo6mnfu3GFcXByjoqJoZ2dHXV1dGhoaMjw8nMeOHePy5cvp5OREkUhEW1tb2tnZUUdHhx06dOD69euZmZkpbCcvL4/q6uo0NTXlzZs3aWpqyt9//51isZglJSUcOnQo69SpQwcHB2EGv2PHjvT19WW7du1oYGDAoqIiDhw4kNra2jQwMODp06cZExNDKysrLlq0iB07dhTSdkxNTdm2bVuGhYWxfv36HDt2LB0cHGhnZ8dRo0axZ8+e1NHRoVQqZWhoKA0MDKihoSEwn3r27MkBAwZQX1+fYrGYoaGhTExMpFwuZ2lpKTt16iSIgNarV49r1qwRZgwrKiq4fv16mpiYsHv37lVcgr6FiooKent7UyKRsG3btoIo8eHDh9myZUsWFRUxLS2NBw8eZN26dWliYkJPT08qKSnR3NycGhoaAtOkMlVBKpVSQUGBzZo1Y58+fdi9e3f6+voK6SYBAQF8/fo1r1y5wlGjRtHa2poKCgpUV1fn2bNn+DZ1yA85P8hzx3L/vu3U0dEhAGpoaFBLS4sAaG1tLehXVAqv4g/6IEFBQYKI9bVr17hu3To2a9aMOjo6bNy4MW1tbTl16lSOGTPmi8evcePGtLS0FPZbU1OTtWvXZv369ampqUlFRUVaWFgIejMfPnygWCxm7dq16ebmxrVr1/LcuXOcNWuW0LeVlJRYp04dDh06lMOHD2eLFi0EkWMHBwdh3/746TTj1x9iiwh6I4f3ccuWLYyPj+exY8d4+fJlBgcHs127dtTV1WX37t1Zr149Ojg4cMWKFV9lqMnlcu7cuZOmpqbs16/fV2ezb9++TSMjI4GRdubMGbq5uQkpfz179mTLli0FYeO8vDzm5uZSR0eniita5b1+9erVDA8Pp4KCgnAdr1u37rtYCjKZjKdPn2ZISAhVVFSopqZGbW1tgdX0R/2pP14vCQkJjI6Opo6ODv38/KipqSmkTchkMo4ePVrQlqjE7t27BaHtb+lLfPr0if3796/CHklNTaWuri6NjY159uxZYd3Jkyezdu3azMvL482bN2loaMg9e/awZs2aPH/+PJctW0apVMolS5b8W4VXO3fuLOgGkeS6devYqVMnyuVyhoaGctCgQf+2bX8NxcXFvH//Pnfv3s2YmBh27dqV9erVo6amJiUSCa2srNinTx/Onz+fR44c4dGjR2loaPjVPr5//346OjqyuLiY5eXl30yVkcvlTE5OZmxsLFu3bi2k640dO5YJCQlfHKPK5XImJiYKz4vWrVtz//7938X8OXnyJM3MzDh69GiuWLGCRkZGvHDhQrX13rx5Qz09vb98TgwZMqSaiP1P/MT/X/EzMPIT/1EUlJXy8Ydc3st9y9QP7/iprOTbhf4PPn36xO7du1NJSYkikYhDhgz5W+4sN27coIWFxT8SzKioqGDr1q0ZHR39t2x8/1OotJ/dsGED7ezshMGCu7s7+/Tpw7Vr1/LevXvMz8/nzZs3uX79eg4fPpyBgYHU19enVCplkyZNOGLECG7YsIG3b9+u8gJciQULFtDFxaVKXvqnT5+4ePFi2tra0svLizt27BDExMaPHy8EJSIjI1lRUcEnT57Q0tKSUqm0SioF+ZnCv3nzZkZFRdHCwoJmZmbs3r07N23axJcvX3Lw4MHs0KEDZTIZLS0tq2nMvHjxgg4ODrS1taVUKmXfvn155swZFhYWcuXKlbSysmJQUJDgOLJnzx4aGRkJFPbK/HQ9PT0qKioKQqKdO3fmb7/9xr179zIpKUkYRGVmZtLNzY1jxowR6PaVLgXfa4esqanJJk2afFf+dn5+vuBUUPnS6OrqypEjR9LDw4MkWbt2bcbFxQmD/QEDBgg2nsbGxl/VzsnLy2OfPn1obm7OAwcO8OnTp2zZsiVdXV158eJF3rp1i8rKynRxceHdu3eZm5vLGjVqsHHjxlVy3/Pz89m5c2fWqlWrilvQ06dPGRoaShUVFUFk1MXFhZ07d6auri7nzZvHV69ecf369ezQoQN1dXVZs2ZNjhkzhmfOnBHsLxs1asQePXqQJKVSKV++fFlFZPnZs2ccO3asEOzS0tJiQEAA379/T3NzcwYHB/PgwYPU1NQUxOuUlZU5YcIEZmVlcdq0aVRXV6eFhQXd3NwokUioq6vL/fv3V7kHZGZmsnfv3lRRURFcgKytrRkZGSk41axbt47v37/nokWL6ODgQDc3N5qbm1MikTAqKoqfPn3iwYMHGRYWRm1tbXbs2JFHjx4VBuqVzkvTp0//ruDwyJEj6evry/fv33PWrFnU19fnqFGjuGnTJrZr147k5wG3qakpx44dy7S0NBoZGfHcuXNCHXK5nDk5Obx16xY3bNjAdu3aUSqVsk6dOjQ1NRWCcJUv8ZX6L9ra2qxfvz67d+8uLAv2t/wxO8z/8+nTvUaVQEFlqoqSkhKtra3ZsmVLTp06lXv37mVAQAA1NTVpZGTEa9eu8ejRo4yMjKS2tjZbtmzJTZs28dGjRzQxMeHmzZs5f/58enp68siRI9y5cyfXr1/PJUuWcPbs2XR0dBREi11dXdm6dWt6eHjQzMyMampq1ex4Kz8SiYR2dnb08PBg48aN2bJlS0ZERLBLly708PAQyhoYGDAqKorW1tYUi8VcuXIlGzZsWCUFxc/Pj8uunvtbgZHxm+ME+9oNGzbwxYsXgntK5bUol8t58eJFtm3blgYGBkIq3R+v05YtW9LNzY2XL1/+Zp9LSkqisbExt23bRrlcTkdHR06fPp36+vo0MjLimjVrqjxL5s2bx27dun21vmHDhjEoKIgA+Msvv7BDhw40NDSktbU1e/Towc2bN1dJ1fsS8vLyuGLFCjo7OwsBPLFYzIkTJ371pbTyGaGiokItLS1GRESwUaNG9PHxYUJCAuvWrcuCggL26tWLdnZ21eyWv4XTp0/TysqK0dHRrFevHhs2bFhFE2LBggV0cnLi27dvefXqVRoaGvLAgQNMSUmhqampEAhJTU1lgwYN2KRJk28eh7+DxMREmpubV9GASktLo6mpKeVyOfPy8mhra8tt27b949uWy+XMysri+fPnuWrVKo4YMYItWrSgra0tVVRU6OzszLZt2/KXX37hhg0beOXKFebm5nLevHkcOXJktfrCwsK4cOHCar9/+PCBZmZmf+mERX7WM9u6dSujo6Npbm5OS0tL9urVizt27KiSRvtnZGZmCvcTZ2dn/vbbb1Wc6P4KxcXFHDZsGC0sLJiQkMBx48bR3t6+ipbYH1EZcP0rHDx4kE2aNPmu7f/ET/xvx8/AyE/8R5BdXMgDzx59UUF/39MUvinK/2rZN2/esE2bNlRUVKS+vj7nzp1LVVXVvz0j0qFDBy5YsODv7ko1FBQUsH79+l/UL/ifhOzsbDZo0EAQ5SotLeX169e5dOlSdu3alQ4ODtTU1KS/vz9/+eUX7tu3j69evaJcLmdmZiaPHz/OuXPnMjIykjVq1KCqqipdXV3ZqVMnzp49m2PGjKGJiYkwe/f06VOOHDmSenp6jIiIEJyBkpOT2a9fP+ro6DAqKopisZhr165lly5dSH4WnFVUVOS8efOYm5vLPXv2cODAgXRychIcJVasWCHoC/wRRUVFrFGjBtevX8+BAwdy7ty5zMzM5OLFi+nj40NtbW1KJBIeOXKEZWVlwkDr8uXL3Lx5MydNmsQGDRoI2hD4Py4tlcG4GjVqCLONYWFhX5xlrERaWhptbW2FmZjs7Gx6e3uzY8eOXwwqfQmfPn2iRCKhk5MTHzx48MV1ZDIZz58/z+joaGpqatLKyooSiYQikYgTJkygXC5nq1atuG7dOqakpNDExERgxbx584a//vorDQwMqKenx5CQEBoYGPzloP78+fN0cHBgeHg4X79+zd27d9PU1JS9e/dm165d2apVK+rr69PKyoojRoygm5tbNVcouVwuzG7OnDmT/fr1o76+viDCmpiYyE+fPvHUqVOcPHmy4Iair6/Pfv36cevWrUxPTxdcgDw9PQWHFgUFBcENw8HBgfPmzWNAQICw7YqKCnbu3JmtWrViYmIilZSUqKSkJLAg9PT0hGCUvr4+J0+ezAMHDlBfX58dOnSgkpISNTQ06OnpSS0tLS5evJiLFi0S2Cpf6geenp4CO0BPT49KSkrs2LFjlfWOHj1KNTU1KioqUkNDgyNHjqzitpSbm8sVK1awQYMGNDY25siRI3n37l1mZGQwPDyclpaW1fRH/oiFCxdWC1q+efOGvXr1ora2NuvWrcthw4bR3NycZ86cYWlpKb28vDhnzpyv9gXy84tqpb5MpTCvnp4eAXDv3r0cN24cvb29qa2tXS1wMOtXn78VGNm2prlQh7OzM4cMGUKJRMJx48Zx0qRJHDFiBPv27csuXbqwTp06gm5FJctFS0uLGhoaVFBQoLKyMlVVVSmRSOjs7Cxc4y1atGB4eDijoqI4cOBAjh07llpaWlRSUqKmpia7d+/OvXv38uTJk0xMTOSdO3d47do11qlTp4qTjUgkYoMGDairq8saNWpwzJgxPHv2bLUX8IsXL9LPz6+KlbCenh4nT54sBH8KCgq4bt06Dl6/4m8FRkLHjajCoKlk1Xh7e3P48OFcsGABd+3axd9//52vXr1icnIy+/fvTx0dHfbs2ZOjR4+uwhT7Xty/f5/GxsaMjo6mVCqlvr4+a9asWc3tpqKigjY2NsL1+2fcvn2bBgYG1NHRYZs2bYTf5XI5Hz58yGXLljEsLIz6+vq0s7Nj7969GR8fX4Vd9mc8fPiQbdu2raIB06dPH964caPatfTixQuamZkxLS2N9vb2wqRB9+7dqaOjQ0dHR3bv3v2HhTgr8enTJ4Ghpa+vLzBx4uLiaGVlxRcvXjAxMZEGBgZCoHz69OkcMmRIlXrKy8s5c+ZMSqVSbty48R+btJHJZPTw8GB8fHyV3+VyOc3MzITg2u3btymVSr+LEfkllJaW8uHDh9y7dy9nzZrF7t27CxpUenp69PHxYc+ePTl37lweOHCAqampfznRtW7dOkZHR1f7/c6dOzQxMakWVO7fv/8XhUoLCwt54sQJjho1iu7u7tTR0WFoaCiXLVv2xfHIn/dpz549bNmyJXV1ddmnTx9euXLlh87N3bt3WaNGDUZERPDVq1eMiIigr68vc3Jyvrh+pX7IHwObX8LHjx+poaHxw8zrn/iJ/434GRj5iX87Hn3I4aIHV/9ywLbw/u+8l1t1Bv3Jkyf09/cXnBAqH8a3bt1izZo1/1Zb0tPTqa+v/7cHLl9DVlYWbWxsuH79+n+03n8KqamptLOz46RJk/7yQZybm8sTJ05w2rRpbNmyJfX19WlmZsao7uE8fmAyX6YuYWneDrL4HEuKMnnnzh1u2rSJ4eHhVFJSoq6uLjU1NSmVSqmqqspmzZrx4MGDLCgo4IkTJ9i8eXPBhrdyhqRSwNDDw0OYcQPA2rVrU1NTk82bN+e8efN4+/bt7wqG3b9/n3p6eoyMjKSWlhZ1dHTYvn17zpgxg15eXmzUqBHbtWtHd3d3amhoUE9Pj/Xr12enTp04fPhwNmrUiDo6OqxXr55gzVlpYWtqaspmzZqxYcOGrF279hfFW0ny3r17NDMz46pVq0h+DgbZ2toKLhzfi0ePHtHe3p5qamqCunwlMjIyOHXqVFpbW9PS0pIODg40NDTklClT+Pr1a7q4uLB58+bMyMigvr4+CwsLOXXqVA4bNqzadoqKijhu3DiKxWJaW1tTU1OTZ86c+Wq7iouLOWHCBMH9Iy8vj4MGDaKBgQElEgk9PT1pYGDAhg0bUl9fv5qwW0pKCidOnEgTExMqKSmxcePGTE9PJ0lOmjSp2kCf/Dw75+HhQTc3N7Zu3ZoGBga0sLBg586duXz5cs6dO1cILEilUsFy19zcXKDyy2Qy9urVi4GBgSwqKmJMTAxr1KjBBg0aVHG2kEgkbNCgAceOHUtTU1Pa2toKaRmtWrUSBpCpqan08vJiUFAQ16xZQ6lUyqNHj1Zr+59dDtzd3amqqsr4+HiWl5dz7NixlEgkAsspIyODY8aMoVQqZcuWLXn06NEq/ebRo0ecOHEiLS0tWatWLS5YsID79+9nnTp16OPjUy2wtWPHDpqbm39RfI8kBw0aJFjFbtq0idnZ2YyOjmZQUBCTk5N59+5d3rhxg4mJiTx79ixPnDjBgwcPcvfu3TQ3N+ekSZO4bNkyent708DAQBBN1tTUpLq6Oh0cHIS0JU9PT+E4xC1u8rcCIwn72gl16OvrC+yGyMhITp06lfPmzeO0adMENouCggK9vb0pFos5ffp0ZmZm8sOHDywvL+eTJ0+or68vUM1lMhklEkk1O8/8/HwqKChw/vz51NDQqCL2XIn169dTUVFROG6xsbFUUFCghoYGJRIJ7e3t6e3tTUdHR2ppaTE0NJSrV68WZvZfvXrFnj17CgyYShaJkpISPTw8eOfOHQ4YMIBtRg/5W4ERz3atqwSm9PX1qaWlxXr16jEsLIxhYWEMCQlh/fr1aWxsTCUlJVpaWgoCwAoKCrS3t+f06dN5/fp1ZmVlffN+lpubyxkzZlBfX58qKiocPny4YG3858DyoUOHWL9+/S/WI5PJ6OXlxcDAQKqqqv7lS5xMJuO9e/cYGxvLdu3aUU9Pj46OjoL47pdm5yut35WVlYVzZmVlxTlz5giBladPn9Lc3Jxubm4cNmwYZTIZHz9+zODgYAIQGDZfS0n8FpKSkgQmjYGBAXv16sUNGzbQ1NSUjx8/5oULFyiVSqsElGrWrMlLly59sb47d+6wRo0aDA0N/W6G4l9hw4YNbNCgwRfHEJGRkVy7dq3wf1xcHF1cXKo9tyohl8uZnZ3NixcvMi4ujqNGjWJISAjt7e0FN6HWrVtz9OjRXLt2LRMTE78aAPgW9u3bx7Zt235xWdu2bblkyRLh/4sXL9LU1JR5eXmsqKjgjRs3OHv2bAYGBlJDQ4O+vr6cNm0ar1y58l2M5aSkJA4bNoxSqZT+/v7cvHnzXzqufQkymYwLFy4UAl1ZWVn08vJiZGRkNZe1P2LAgAEcO/bLVud/ho+PD0+dOvVD7fqJn/jfiJ/iqz/xb8Wrwk/Y/TQZ39vJQq2ckPc4A/369cPt27dhb2+P2NhYtGjRQlhn+/bt2LdvH3bv3v3D7RkyZAjU1dUxZ86cHy77LaSmpsLPzw+bN29G06ZN//H6/y4SExMRHh6OmTNnolevXj9UlrJCfMreDg3xQygqVj2LcjnxMksLD585IKrHKPTr1w8nT55Ebm4uWrZsCVNTUzx8+BAXL15EZmYmlJWVUbNmTbRs2RL16tWDu7s7jI2N4eHhgVq1amHHjh1QUVFBeXk5VFRUsGXLFrRq1eq7xGCLiopw8+ZNbN++HQkJCXj27BkUFBRQUVEBZWVlGBoawsLCAjdv3sTYsWNRs2ZNQexUR0cHhYWFWLBgAWJjYxEdHY23b99i+/btaNasGcrLy3H69GloaWlh6tSpGD58OABg8+bNGDNmDPr374+JEycKYnNXr15F27ZtsWTJEnTs2BFnzpxBZGQkfvvtN0RFRf3Q8T937hwmTJiAtLQ05OTkoLCwEHv37sXGjRtx9+5duLi44OnTpzA3N8fQoUMRHh4utGP06NHYuHEjevfujbKyMixYsAAuLi7YuHEjGjRo8MXthYWFQUtLC/fu3UNSUhKioqIwb9486Ovrf3H9e/fuoXfv3tDQ0MDq1auRk5ODgIAAKCoq4tq1axg7dizOnz+PrVu3omHDhtixYwfi4+ORmZmJzp07o2vXrjA3N0e3bt1QXFyMHTt2oLS0FPXq1cPLly+hpqZWZXtlZWXo378/kpKScPjwYRQWFiIxMRGJiYk4duwY3r59CyMjI3h7e6N169aYPHkycnJyoKSkBG9vb5SUlODdu3eIiIjAkSNHcO/ePTRr1gzdu3dH3759ERwcDGNjY5w5cwbPnz8XxHJFIhHEYjGCg4Nx584dDB06FKNHjwYAVFRUYO7cuYiNjcWAAQOwevVqTJ8+HX379gUAZGdno2/fvnj69CnmzJmDHj164O3bt1BSUoKmpiZIoqSkBJ6enhg/fjwUFRVRVlaGsrIy5Ofn4+LFizh16hSKiorg4+ODOnXqCOuUlpYiPT0dDx8+xNOnTyGVSqGmpoZXr15BKpXCxsYGHz9+REpKCuzs7KCoqIjS0lKh/pKSEhQVFaG8vBwAIBaLIZPJoKCgAJIwNzeHqqoqVFRUoKysDGVl5SrfSeLUqVNwd3fHw4cPUV5eDiUlJZSUlKBOnTpo1KgRVFRU8P79e+Tk5CA7OxspKSn4+PEj1NXVsWimH/p0c/ihawIAzlzKRtP2OyGXy2Fubg51dXWkp6dDJBJBR0cHJSUlKC8vh6urK/z9/bFlyxbMmzcPAwYMgJ6eHsaNG4fBgwcDAFq3bg1fX1/88ssvQv316tXDsmXLqlwnixcvFsRrbW1tIRaL8fjxYygrK+PJkycYOXIkLl26hKCgIOzevRsikQgvXrxAw4YNsXnzZkydOhXp6emoV68esrOzce/ePVhbW0MsFiMjIwNKSkooKipCaGgoFi1aJNx7MjMz8enTJ+H8VFRUoHajhui2Yv4PHbOy4hJMD2qD4k/5AID8/Hy8e/cObdu2hbe3N8rLy5GcnIyUlBSoqKjAxcUFNjY2ePjwIVJSUtC+fXvY2dnh3LlzuHHjBuRyORQVFVFeXg4zMzNYWFhU+aiqquLMmTM4cuQIQkNDMWbMGIjFYgQFBQn34tzcXGhqagptbNasGbp27VpNPBIAVq9ejTVr1iApKQkrVqxAv379vnvf5XI57t27h/Pnz+PcuXO4ePEijI2NBTFXf39/GBoaIicnB23atMHz58+hoKAAsViM3NxcVFRUwMvLC/Xr18fChQsxf/58jBgxAllZWYiOjsbHjx/x5MkTxMfH48SJE9ixYwcsLS3RpUsXdOrUCUZGRt9sY2lpKTw9PWFmZgZNTU2sXbsWHTt2xMmTJ7F8+XI4OjqiU6dO2L59O5o0aQIAePToEZo0aYKXL19WEfL8c71TpkzBpk2bsHLlSoSGhn73cfsj8vPz4eTkhAMHDsDT07Pa8jVr1iAxMRGbN28G8Fn0tEePHigrK8PkyZORmpoqCJ9W/pXL5VVETyu/29nZ/csi8H/EhQsX8Ouvv+LixYvVlt26dQtt27ZFWtpnAWg3Nzc0bdoUubm5OHv2LAwNDREcHIzg4GD4+flV6a9fw/v377F9+3asX78eOTk5iI6ORnR0dDVx8+/B69evERUVhcLCQsTHx6OkpAQhISHo3r07pkyZ8lXzgOfPn6Nu3bpITU2FVCr95namTJmC4uJi/Pbbbz/cxp/4if9N+BkY+Yl/G0hiS9p9vCst+u4y+dk5mN60HWq5u2PVqlVffABPnToVFRUV33Qq+TNyc3Nhb2+Phw8fwtTU9IfKfi8SExPRvn17JCQkoFatWv+WbfwIdu7ciSFDhiA+Pv7HgzXyj8Cn5YA8+y9Xe59Xgqbh+5H+rAyBgYFo3bo1atasiX379iEuLg4NGjTA4MGDYWJigqSkJJw+fRrXrl3Ds2fPUFpaCrFYDHNzc2RnZ0MqlWLs2LFYvXo1Nm/ejNq1awP43Jfev38vuLxUflJTU5GSkoL8/M+DfSMjI9StWxf+/v7YuXMncnJyMGXKFPTo0QOTJk3Chw8fqiizy2QybN68Gb/++it8fX3RsGFDwd2kV69eOHHiBIqKPvffpUuXIiYmBoqKipg0aRJCQ0ORlZWFAQMGID09HRs2bMCHDx/QpUsXbNq0CS1atMC6deswYcIE7Ny5E/7+/j92/AHEx8dj8+bNePHiBXx8fLB//364u7tDRUUFN27cQKtWrTBkyBB4eXlVK5uamgpnZ2dIpVJcvnwZRUVFaNeuHTIyMr46mHr8+DEaNmyIR48e4fDhwxgwYAAUFRXRrVs3DB8+/ItuBzKZDEuXLsWMGTNgbW0NFRUV3L59G2pqatDW1ka9evVw9OhRyGQyhIWFoUePHggMDKziViSTyTBjxgysWbMG27Ztw6xZs9CtWzd07dq12vZIYs6cOVi5ciUOHz6MWrVqobCwEK6urlBWVoajoyMePHgAbW1t3L9/Hzo6OvD09MSdO3fw7t07iEQiKCsrw8LCAu/evcOMGTNw9uxZJCcn482bNygpKYGenh5MTU2Rm5uLrKwsqKqq4tOnTyAJJSUlyOVy6Ovrw9nZWQgyfPz4Ec+fPxeCFpUD++LiYgCAgoKCEFTIz88XHEAAQFFREa6urtDW1v5iAEJZWRkfPnxAcnIynj17BhcXFzRo0ADW1tbCcgC4f/8+Ll++jIyMDBgZGeH169cQiUSYNWsW/Pz8qtRZUFCA0aNH482bN2jevDkKCgqwbNkyJCUloWHDhlBWVka3bt0wZcoUITBGEhkZGTh//jzOnz+PY8eOoaCgAGKxGHXr1kXbtm1x/PhxnD9/Hs7OzkhPT4e5uTlcXFzg6uoKFxcXJCQkwNbWFjExMdgUNxxRYd97NfwBaiF4nu2AJUuWICQkBFlZWfj111/x6tUrBAcHw8fHB0ZGRnj79i0yMzNx+PBhiEQiZGVlCUEgExMTmJqa4vHjxxg6dCisrKxgZmYGMzMzzJw5E02aNEGfPn2E/mllZQUnJyckJCRAXV0dDRs2RLNmzfDu3TusW7cOgwYNwtKlS/HgwQPh+fLo0SOEhobi0aNHAD6/oMXExCAjIwMjRoyArq4ulixZglu3bkFJSQlWVlbIz89Hbm6u4JqjpKQEmUwGZWVlwalGUVERw7fEwbSmy3cfsovxO3Fw7mIAgJ2dnfAi6Ovri9mzZ6NRo0bCOX7z5g3i4uKwePFiGBsbQ09PD0+ePEFZWRlcXV3h7OwMkUiEGzduICcnB1FRUfDx8cH79+9x69YtnDx5Es+ePYO2tjbKyspQUVEBc3NzWFhYQFtbW7ivHj16FFZWVrCwsMCbN2/QuHFjPH/+HKqqqlXanp2djRo1agjOMampqX+j0/xfyGQy3L17F+fOncP58+dx6dIlmJubIyAgAA0bNsSePXtw9epVyOVyzJ49G5cvX8aWLVtQWloKAIiOjoarqyvmz5+PPn36YPLkyahfvz7Wr1+PunXroqKiAmfOnEF8fDwOHz4Mb29vdOnSBaGhodDQ0PhimyZMmIDLly/j0aNHuHfvHh49eoSIiAhMmjQJM2fOxKdPn7B37160bNlSKBMTE4N3794hNjb2m/t8+fJlREVFwdfXF7GxsT/spDd+/Hi8fv0amzZt+uLya9euoW3btpg9ezYePXokfJ48eQKpVIr69etXCX44OzvDwMDgb7sC/gju37+Pzp0748GDB9WWffjwAU2aNIG6ujoePHiAoqIihIeHIygoCEFBQTA3N/+ubchkMpw5cwbr16/HiRMn0KJFC/Ts2bPas+5HsHfvXgwcOBCDBw/G+PHjceHCBURGRmLevHno3r37X5bt3bs3jI2Nv3ucnJiYiKFDh+L27dt/q60/8RP/W/AzMPIT/za8KvyEXU+Tf7hcPUV1NHap+dXlkZGRaNGixRdnlf4KMTExePr0KdavX//DbfoR7N69GyNHjsTvv//+3Q/Vfxok8dtvv2H58uU4cuQI3N3df7ACOfApFpA9/67Vy8pVkHjfF1Om/YbExEQAEF4eatSoAZlMhqdPnyIxMRGGhoaChW6NGjUwYcIEgZVBEjKZDCRhZGQELS0tlJSUICcnBwoKCrCzs4OlpSXKysrw4sULZGRkwN/fH927d0fr1q0hkUiENmVnZ8PR0RF16tQRBuBXrlyBg8PnGeozZ85g9OjRkEgk6NSpEzZu3IgPHz4gOzsb+vr6sLS0RExMDDp27Ijw8HAsW7YMcrkchw8fRkxMDEpLSzFp0iSEhYVh9+7dGDhwIMrKynDo0CEEBARgwoQJ2Lt3L44ePQpHR8cfO/74POPTp08fJCYmQiwWIywsDGlpaUhLS0P//v3Rr18/GBsb/2UdysrKsLe3R3JyMsaNGweRSITZs2f/ZZmBAwdCVVUVCxcuxM2bN9GiRQs0atQIly5dgoeHB/r27Yv69eujvLxcYB+UlpZi+vTpOH/+PKRSKTQ1NfH27Vvk5ORAWVkZfn5+yMvLQ0ZGBiIiImBkZFSFuVD5/fnz57h69Sr09fVRVFQEd3f3Ksv/+L2goEB4Ka+oqICCggIUFRUFVoSenh5yc3MF9kMlJBIJtLS08OHDB4hEIhQXFwsBDwUFBTRv3lwIPikrK+P69es4fPgwFBQUIJVKUVBQAE9PT5w/fx5yuRyBgYFo2rQpfH19oaKighUrVmD37t0oLy8HSezduxdBQUHC4Fgmk6Fnz57CzGrHjh2RmJiIt2/fYvz48Zg2bdpfvixkZ2dj7dq1WLlyJaysrDBo0CCEhYVVmWF99eoVli1bhgULFkBRURGqqqqYPn06hgwZApFIhNOnTyM6OhqdO3fGjBkzsGTJErx9+xZTpkyBp6cnxowZIzBudu3ahaZNm0JBQQHnz59HaWkp7O3toa2tjevXr+Pjx49QVFSEo6MjXF1dcerUKbi4uGD16tVwdHSsxvqpW7culi5dioYNGyIoyA/HtnpCWan8L/vkH0EoQKYxEWfP3xJePBs0aAAzMzMUFxdj69at1cps3rwZhw8fRuPGjXHr1i0MGjQI7du3x8ePH9GtWzfo6OggMzMTr1+/RmZmJjIyMlBeXi4ES0pKSpCcnIwmTZqgRYsWmDBhAqKjoxEbG4uOHTtiwYIFWLduHTIyMqo8X+7cuYOePXvizp07Vdpz9uxZDBgwAGlpaahVqxYiIiJw5coVnDt3DgoKCiguLoZcLheCZyKRCNbW1sjMzISbm9tnlsrLFxi8ZQ20Db89G/z60WOs7DkIRfkFEIlEUFBQwJw5czBkyBA0btwYsbGxAjvm5cuXGDJkCB49eoTVq1fDz89PqOfdu3dISUkRmCXJycm4e/cucnNzQVI41+3bt8eQIUNQp04diMVi5OfnC3bEL1++xNmzZ7F9+3aYmZlBQ0MDL1++REVFBbS0tFCvXr0qzBNzc3MsX74cxcXFSEhIwMOHD+Hs7Pzd/eV7UFFRgTt37giMksuXL0NNTU3o2xERETh69CjCw8OxceNGlJWVQS6Xw8DAAIMHD0b37t3Rv39/DB48GK1atapSd2FhIQ4ePIitW7fi8uXLCAkJQZcuXRAcHAyxWIxyuRxnbl7DnIULIFFRRYcWrVDD3gEtW7bEjh07UFJSgu7du6Nhw4ZISkpCXFycMMlRs2ZNrFy5Er6+vt+1nwUFBRgzZgyOHTuG9evXC8yTbyEjIwOenp64ffs2SktLBdbHHxkgZWVlKCoqQuvWrVGvXj0h+EESAQEBOH78OOrVq/djJ+YfwqtXr+Dl5YXMzEyUlZXh6tWrgo1ucnIy3Nzc8PDhQygoKODhw4dftFb+GtLT07Fx40Zs2rQJhoaG6NmzJzp37iwE8f4O8vPzMWzYMFy6dAnx8fHw8vLCunXrMHHiROzcubPKNfklpKWloUGDBnjy5Ml3t6O8vBxSqRTp6enfxTD5iZ/434qfgZGf+LfhUtYL3Hj3+ofLuesZwuzjZ/pnmzZtqs0ae3h4YOXKlV9kk3wNxcXFsLGxwdmzZ+Hq6vrDbfpRLFiwAJs2bcKlS5d+eGbmX0VFRQUGDx6Mq1ev4ujRoz/0kBdQehso3PxDRZauTcHQX04BAGxtbeHu7o7z58+joqJCGGRaW1sLKTQSiQRFRUU4ffo0MjMzkZ+fD01NTbi7u+PZs2ewsLCAoaEhcnNzkZ6ejry8PEgkEhQWFsLFxQWhoaHo27fvX7J/tm3bhq5du2LOnDm4cuUKDhw4gJSUFIwZMwYpKSno168fTp8+jadPn8LZ2RknTpyAs7MzFixYgODgYOTl5UFfXx9paWmws7MT6iWJ48ePIyYmBh8+fICvry8OHTqEWrVq4dmzZzAzM0NFRQX279//zUEGSVRUVKCsrAzv37/HgQMHsGPHDiQnJ0MqlaKoqAgfPnyAlZUVQkND4enpCZJfDRj88fuiRYugra2NNm3aYNeuXfDx8YFEIqmyzp/LlZSU4M2bN9DQ0BDaJZPJIBaLPw/ky8shEomgq6sLXV1dqKioIDc3F+/fv4eenh6ys7OF4Ja+vj7c3d1x7do1WFtbw9LSEhcvXoSnpyeCgoKgpqZWjSHx8eNHLFy4EM+ePUNsbCxq1679RRaFiooK7ty5g86dO6OwsBAPHjzArl27sHjxYuTl5UFVVRWampqws7NDZmYmLl26BKlUioSEBCxevBgJCQlQUFAQAgpeXl5ITEyEjo4OmjdvjubNm8Pe3h5t2rTB4cOHYWtri5UrV2L+/PkoKyvDvHnzcPDgQSFt5cGDBwgODoazszPi4uJQVFQEbW1t2NjY4NChQ9DR0cHbt28RFhaGpKQkyGQyGBsbo7i4GCEhIbCwsMCMGTNgZGSELVu2ICAg4C/7TUVFBQ4dOoTly5cjOTkZffr0Qb9+/WBmZib0yaioKAQEBGDWrFk4fPgw1NTU4OrqipcvX2LTpk0ICgoCAMyYMQNFRUXIyMiAXC6Hj48Pjh07hhs3bqCkpARyuRwVFRUQi8Vwc3ODi4sLXr9+jYsXL2Lx4sXo378/lJSU8OTJEzg6OiIjIwM2NjbV2vz+/XtYW1sjPT0dS5YswaxZszBqUB38NvX7XuwAIG5LCkZMvAxLS0v07dsXnTp1grGxMc6dO4epU6fiwoUL1cq8fPkSHh4euHz5Mho3bozMzExMmDABy5cvx5gxYzB58uQq6x8/fhzz5s3DqlWrkJ6ejsjISKioqKBhw4Z4/vw57ty5I1wLKioqsLe3x+PHjxESEoIaNWoIzJOcnBwsX74c165dg4KCAsrLy7F27VpMmTIFurq6KCkpwevXr6GkpIR69epBWVkZN2/eRPPmzaGlpYVTp07h+fP/G5zW0dFBeXk5goODkZSUBN+mQTBrGQhDu+rHuhKPLl9F5vFzePPiJe7cuYMRI0YgNTUVDx8+BPD5/rN79254eHhg2bJliImJwZAhQzBu3DghLe9rkMlk2L9/P2bPno2srCzo6uoiPT0denp6EIlEAkvzj4whV1dXPH36FKNHj0ZmZiZmzJiBXr16wdLSEjt37kRFRUWVIMr9+/dx//59gTXj4uJSLW2n8mNmZvbNNn8PysvLcfv2bSxevBi7du2CXC6Hnp4efHx8cPLkSfj5+aF+/frYvHkzioqKUFpaCg0NDbRs2RJLly79KiskOzsbO3fuxNatW5GV+w7R0ydB180JMoWqgdDnd+7B28gC6qUV6NWrFw4dOoQGDRogISEBvXv3RrNmzdC3b1+0bdv2L9NovoYTJ06gd+/eaN++PebMmVNlQgH4zKL4Y/Bj06ZNqKioQH5+PoyNjasxP5ycnGBsbIxOnTqhZcuW1VJG9+zZgzFjxuDWrVvQ09P7obb+qyCJW7duwcfHB8HBwbh06RKcnJyE9BgfHx+IxWLo6+sjJCQE8fHx36yzMqV1w4YNePjwIbp06YIePXr8+ATUF3D16lV07doV/v7+WLx4MSQSCSZOnIg9e/bgyJEjX2Rt/hlRUVGws7Ordl/7Flq3bo2uXbuiY8eOf7f5P/ET//X4GRj5iX8bjr1Mw6OP73643KNLvyNu4EgAgLu7O+7evSssIwktLS28fPkSOjo6313n6tWrcfjwYRw5cuSH2/N3QBJDhw7Fo0ePcPTo0X80X/avkJ+fjw4dOgAAdu3a9V35sF/Ep+VAxZMfKpLzrggmrmshk32+pfTu3VuYmc/IyEB6ejqysrKgo6MDJSUlFBYWori4GFKpFNnZ2fDx8YG1tTU2bdqEIUOGwNLSEhYWFti5cyfOnj0Lb29veHh4QFtbG0+ePMHdu3fx8OFDGBkZwd3dXfjUqlULtra2wgy9kZERPn36hHXr1iEhIQEHDx5Ep06d8PTpU9y4cQOBgYG4dOkSsrOz0b9/fyG3v7S0FLt27cLJkyfx22+/fTEAUVJSgjNnzuDx48dQVVWFvb090tLSUFJSAhMTE1hYWKC8vLxa2T/WUVZWBgUFBYhEIshkMigpKUEikUAmkyE/Px9isRhSqRT29vZf1Hr4mv5Dbm4uVq1aBQUFBQwfPhybNm3CggULoKqq+tVAQ+X32NhYvHz5Ehs2bICKigrS09MRHByMsWPHYuDAgTh58iQWLVqEpKQkSKVSpKWlwdjYGFFRUejatSv09PTg4OCAkpISHD58GF5eXpg0aRJ27dqFcePG4ejRo0LO9JfyrsvKyuDt7Y2MjAycO3dOSKn6M4qLi9GgQQOBWu/u7o6kpCQMHDgQq1atQmBgoKBBcv36dWzbtg1JSUmwsLCAnZ0ddu3ahdatW0MqlUJJSQkbNmyApqYmLC0tIZPJkJqaCjMzM0RFRaFZs2Zo0KABKioqMGrUKKxZswY2NjawsLDAx48fsXbtWowbNw4XLlyAgoICfHx8UFpaKhyjuXPnYsCAASgtLcXw4cOxYsUK3L59Gz4+PrCxsUFpaSlWrlyJ3r17IzU1Fd7e3pg/fz48PDy+ee0lJydj+fLl2L59O/z9/ZGRkQE/Pz8sXrxYYJ8kJSUJufMKCgpo1aoVwsLCUF5ejgULFuDZs2dC2o9YLIaFhQXq1q0LLy8vuLi4IDs7G3PnzoWZmRlEIhHev3+Pt2/f4tWrV8I22rdvj9u3b+PZs2dfbOeBAwewcuVKrFq1Ck5OTigvL4eCggjb4pqjY+i3WVWJV9+gx7BraNy4CRITE1FSUoKwsDCEhYXBxMQEfn5+ePny5RfL2tvb48CBA2jfvj1iY2PRrVs3HD16FD179kT79u0xffp0YT9evnwJLy8vvH79GpMnT0Z6ejoOHjyIdh0ikKMEeLRqDmN7G8jlxJuMp1DKy8fFbbsQ2T4cmZmZAvskNTUVL1++FNK3KtlJOjo6qFOnDiwsLJCTk4OLFy9CRUUFMpkM48aNw9ChQ3H27FlERESguLgYIpEI06dPR15eHo4fP47nz5+juLgYampqsLSygk9oCBStTGHlXgNqmhoo+vgJrx+koCTtOUZG9cS2bduwevVqSCQSKCkp4cCBA2jdujUGDx6MqVOnCgFOCwsLrF69+psvX8XFxdi0aRPmz58PAwMD/PLLL2jTpg0UFBTw8eNHxMXFITY2FnZ2dggLC4Ouri5SU1MFpsmTJ0+gpqaG4uJiqKurC1pPBw8erBJUKCsrQ506daCnp4c7d+4gJSUF2dnZVQInf/y8efMGenp6Vdgmfw6emJqaQiwWf7OvVVRUYMiQIThz5gxyc3Mhl8vx6dMnKCkpQUlJCU5OTvDz84ORkRFu376NvXv3QkVFBSSFlEE/P78vBi1yiguxK/0BSr+hvnYlfhfGhnWCZ/3/Own06dMnjB49Grt27UJAQAD279//zX35Et69e4devXrh5s2bCA8PR0lJicAAKSwshJOTE5ycnKCsrIyjR4/i6NGjqFGjRjUG2B+xYsUK3Lx584us3OHDhwvX0Y8Gcn4Ub968wenTp5GQkIDTp09DRUVFCAY3b968mmbW0qVLsW7dOnz48AFPnjyBkpJStTpJ4urVq9iwYQP27NkDHx8f9OjRA61bt/5HxncVFRWYOXMmVq5ciRUrVqB9+/YoLi5GVFQUXr9+jQMHDnwXk+PRo0do3Lgx0tLSoKWl9UNtiI2NxYMHDxAXF/d3d+MnfuK/Hj8DIz/xb8PJV+l4+CHnh8vdPXUWm0dNBADo6ekhLCwMNWrUQL169WBsbAxvb2+8ffv2u+uTyWRwcXFBXFzcNymI/yRkMhnat28PHR0dbNy48d+eS5uZmYmQkBB4enpi+fLl3zX4+yJYAeT9AkD2w0VrNd6Kew8/B8OaNGkCc3NzGBsbw9jYGFKpFDo6OpDJZEJgIC8vD4sXL8bLly9hbGwsiLTK5XKUl5fDwMAADg4OQkrSlwITBQUFyM/PR0FBAUpKSgSGQ+Xg649aDioqKlBUVERJSQk0NDRQXl6OiooKyOVy1KlTB7q6ulWCBMePH4eWlhbatGlTLRihpKSEhIQE3Lt3D2PGjMHjx4+xYcMGKCsro3Pnznj69ClSUlIwadIkQbPhj3W8ffsWu3fvRnx8PFRVVdG9e3cYGBhgy5YtSE1NRf/+/XHkyBEoKChg0qRJCAkJ+aFz0a9fP6ipqWHJkiXo2bMnLC0tv3sGKT8/H46Ojjh+/LgQlHj27BmaNGkiCKbGx8fj5s2bgp5Gt27dMGLECDg5OaGiogJGRkYoKSmBrq4umjRpgoULFyIj47Owso6ODho0aIC4uDjMmzcPUVFR1a6PJ0+ewMPDAyoqKpgzZ44gHPzp0yccPXoU+/btw7Fjx0ASv/76K44ePQpdXV3k5eXBxsYGO3bsgJKSEnR1dVFQUIDg4GBERkYiMDAQjo6OSExMhKamJlxdXfH8+XNUVFTAzs4OqampSExMxKRJk/D27VsUFBTAwMAA5eXlKCwsREBAANq0aQM9PT306tULhoaGePPmDYqLixEQEIDt27dDRUUFJ06cwP79+3HgwAEh4KChoYEjR46gYcOGUFVVRVlZGW7duoWWLVuiW7du2LZtGzZs2IAbN25gwYIFEIvFCAwMxPTp0+Hi8m09iQ8fPiAwMBBpaWmwtLTE4MGD0alTJyxbtgzz5s1DkyZNUF5ejgsXLgi6PAAEHYu5c+ciMjISJiYmX7xfPXnyREiLqlu3LiwtLbF9+3YAn68zdXV1zJgxA6NGjfpi+4YPHw5jY2OMGzcOXl5euH79OgBAIlFD7st4qOIyvnTfkcmId/l20DXrid59BiItLQ2HDh1CVlYW9uzZg7179+L9+/fIysrCsWPH0KRJk2r3v969e6NWrVpIS0vDuXPn0LZtW8TExCAnJwdBQUFo3rw55syZA5FIJAQvEhMT4e/vjw4dOuBK2iN0mzMVCl9hJIhINDKxgoe+CUpKSnDx4kUsX74cCQkJKC8vh5aWFlq2bAk7OzskJibixo0bUFBQgK6uLmQyGbKzs4UXsqKiIiFQCnwOVF2+fFlg0cXExODcuXOwtLTEsWPH8OHDhyr3OeBz+o2ZmRmGDx+O/v37o6KiAitWrMCcOXNQWlqKIUOGYOvWrSgqKoJMJoOuri6MjY0xe/bsr6ZYvH//HitWrMCyZcvg6emJsWPHomHDhl/sK+Xl5di1axfmz5+P0tJSjBo1Cl26dIGqqiomTZqEvLw8PH36FO/fv8eNGzegra2NkpISGBgYwNXVVbguKwMqGzdu/Gb6rEwmQ1ZWFl69evXV4ElOTo4gxv21j6amJiIjI1FcXIy4uDgMHDgQ586dg76+PnJzc3Hz5k3k5eXh3LlzOHfuHK5fvy4wIdTU1JCZmSmw4Xr27ImoqCjY29sDAArKyxCfdh9Fsu9LH/M3tkJdqUm1321sbASx3nnz5n31JfjTp09fFD5NS0uDoaEhdHR0hOt62LBhqFmzJkxNTSESiVBRUYG6detiypQpCAv7thjQgwcP0LZtW6Snp1dbVlZWBj8/P4SGhlYROv4nUFhYiAsXLgjBkMzMTAQEBAisEDs7O5iYmODWrVvVGKYvXrxA3bp1kZiYiMGDByMyMhI9e/YUlr958wZbtmzBhg0bIJfL0aNHD3Tv3v0f1alLT09H165doampiY0bN8LU1BTZ2dlo27YtbG1tsW7dumq6O19D586dUatWLYwbN+6H25GcnIyWLVvi6dOn/xHtl5/4if+J+BkY+Yl/G27nvsH5N9+nUfFHHF+6GqfXbATweUCooqKCiooKlJeXC4M/bW1tSKVSmJubw87ODm5ubqhXrx7q1atXjRZ64MABzJo1C9euXfuP3+yLiooQEBCA5s2bY9q0af+27dy/fx+tWrXCoEGDMHbs2H9pP+/fu4qa5jv+Vtmg9vtw5sLnGVtHR0eBnfA1ZsK7d+9w6dIlwV0iPT0dFhYWgvCgRCJBZmYmDA0N4eDgACcnJ7i6usLBwUEYeH6p7pKSEqSmpmLr1q3YunWroDEhEolgbGwMBQUFyGQy+Pv748KFC0hISICbm1uVfZHL5VBWVsa+ffvQpk2bassGDx6M69ev48SJE7h9+za6du2KRYsWwdraGjExMcIg48iRI2jdujV+++03KCoqYt++fdi4cSOSkpLQsWNHtGvXDrdu3cKKFStgZmaGIUOGCJoRNjY2UFRUxIEDB1CjRo3vPg+VaUvJycmwsbERKPo/onWyfPlyHD58GCdOnEBpaSmOHz+OuLg4nDhxAo6Ojmjfvj3i4uJw9uxZSKVSgQlQv359BAUFYdOmTWjTpg3S09NhYGCAHTt2YOHChYJey8yZMxEREYFLly4JmhR/plkHBgYiJCQEq1evhoGBATQ0NHDlyhU0btwYbdq0wW+//YbY2Fi0atUKZWVl6NevHw4cOID8/HzIZDKYm5vDyMgIp0+fFhhmmzZtwo4dO3D8+HHMmDEDL168wJo1a/Do0SO0bdsWqampWLFiBVatWoWrV6+CJK5du4bExEScOXMG169fh7KyMsrKyqCpqYmPHz8CAIyNjfHixQv06NEDM2bMgKmpKXJychAREYEbN26gvLwc5eXlMDY2Rp8+fbBw4UK8evVKmCkfOHAgFi1ahBEjRqB///7w8fFB165dUaNGDSQlJaFVq1aYMmXKF1NUgM/uE71798atW7cQFhaGxMRE3Lx5EwUFBYJbS3l5ORQVFeHp6QkvLy/cvHkTt2/fRm5uLlRUVODk5ITu3bsjMjIShoaGVeq/cOECOnXqhPHjx6NLly7w8vLC27dvMXnyZAwdOhQ7duxA7969UVxc/NWgbK1atbBq1SosXLgQe/bsgba2Nj59+oSoqCisWLECp07sQ+6bEzCWFsLe1hg6uiYoLjdE9z7Lce5CEhQUFCCXyzFu3DgcOXIEJ06cgKWlJYDPgpw+Pj4wNjZGTk4OQkNDERYWhsDAQCgpKWHr1q3Yt28fvLy8MHnyZLx//154VuTm5gquEwsXLoRIJIKPjw/Kyso+s286tIfvwJ4QfcdMd3rCBWye/FmIuFLMd8mSJfjw4QO2bt2Kt2/fokuXLujSpUsV6n1BQQFmzZqFFStWoE6dOsjLyxPYksrKyjAzM0NBQYGgjWNjYwNXV1dkZ2fj8uXLVdpQqbVTGQRWVFREkyZNEBMTgxo1amD48OHCrLBIJMKVK1dQv3597Nq1C7/++iusrKwwa9YsIV31xYsXWLhwITZv3ozQ0FCMHj36u1NSSeLcuXOYP38+7ty5g0GDBiElJQUBAQHw9vZGo0aNhL7WqVMndOvWDcnJybhy5QoWLVoEuVwOmUwGQ0PDKuk4lX8NDQ1/6HlXXl6O169ffzVw8uLFC+Tm5kIikcDGxgYZGRlwcXFBWFgYNm7ciGfPnkFTUxM7duwQUtFKSkowb948xMfHw8TEBDdu3ICOjg7y8vKE8Yubmxt69eoF4ya+eFL08bvbC7kcUTY1oK/5fwMfKSkpCAoKwoMHDzB27FicOnUKM2fOhFQqrRYE+fjxIxwdHaulvzg4OEBdXR0AkJWVhT59+iAzMxObN28WnjWrVq3Cjh07cO7cue86xnK5HIaGhkhKSvqivtrLly9Rv3597Nix42+JkVdCJpPh1q1bgk7IrVu34OHhgeDgYAQFBaFevXrVBE/d3Nywc+fOKs9RkggJCYG3tzcmTZqES5cuITo6Gvfv38fJkyexYcMGXLp0SWAA+fj4/KNjSJLYtGkTxowZg4kTJ2Lo0KFQUFBAcnIyQkJC0K1bN0ydOvW7t/ngwQMEBQUhLS3tq+lc32qPmZkZLl68KATyfuIn/n+Hf9j+9yd+QkBBeSkXPbjKBfd///7PvSus4+NNAATAAwcOcOPGjRw2bBj9/PyoqqpKFRUVOjs7s1atWnRxcaGFhQW1tLSo+NlPloqKitTS0qKNjQ19fX1pYGDALl268PTp08zPz/+PH4e3b9/S1taW69at+7fUf+rUKRoYGHDHjh1/u46KigoeOHCA/v7+tLezJHOH/a1PI29LKioqUkFBgaWlpV/dXklJCbdt20aJREINDQ2KRCIuW7aMampq/PjxI3ft2sWwsDCSZGlpKW/cuMFly5axe/fudHJyooaGBv38/DhmzBju2bOHL1++rFL/xYsXWb9+fbq4uFBdXZ0KCgq0s7OjRCKhgYEB27Rpw7p161JRUZGqqqr08PBgjx49uHjxYp49e5bv3r3j7t27KRaLKZPJqtRdVlbGzp0708/Pjx8/fuSqVatoZGTES5cuVVnv2rVrDAkJobGxMV1dXamurk4NDQ22bNmSu3bt4vXr19m7d2/q6OiwW7duvH79epXycrmcysrKVFVV5adPn37ofC5ZsoQdOnQgSdrb21NdXf2HypOfz5GZmRlbtWpFfX19+vn5MS4ujo8fP6a9vT1VVVX5+++/VylTVFTENWvWUE9Pj0ZGRly5ciX19fWZmprKq1evsmbNmmzZsiWfP3/O58+fs02bNnRwcGBYWBjNzc155swZoa6XL18yKiqKurq61NTUpIWFBa2srHj79m2S5Ny5c9mqVSvK5XJevXqVQ4YMoaGhISUSCQGwefPmjIiIYEBAQJVj6uHhwSNHjrCiooIWFhZCfRcuXKCvry9///13GhgY8PHjx188LuXl5bx16xYnTJhAbW1tKigoEABFIhGNjIyoqKhIiUTCFi1aCG0fN24cy8vLOWXKFIpEItra2lIsFtPMzIzDhw/n+fPnuXDhQrq6ujI5OZkNGzZkq1atmJyczMaNGzMwMJCjRo2inp4e+/btyxMnTjA+Pp4TJkxgu3bt6OzsTEVFRSorK9PPz48tWrSgq6srFRQUqKamRmdnZ2pqatLX15cHDhxgRUUFyc/XvYeHB9XU1GhjYyNcY9ra2gwJCeGuXbtYXFzMVatW0dDQkAkJCUI5HR0dXrp0iSEhIbS1taWZmRmbNGny1f6Uk5NDLS0turm5USwWU0lJifv27WPfvn0ZHh5OHR0dBgUFcePGjfz48WOVc1azZs0qfYMkFy5cSHNzc96/f1/4LTg4mMePH2d6ejrnzZtHLy8v6unpMSoqihs3bqSenh7d3NyoqqrK9+/fV6nv/fv39PT05MCBA5mSkkIjIyMqKChwx769nH/74g89x8J6RtPa2pr+/v40MTGhjo4Oe/TowTNnzgjH/o/9KS4ujqampuzUqRPT09NJkvv37xeeZ+rq6rSxseHHjx+ZmppKXV1dXrhwgbt27eLs2bNZt25dAqCKigrFYjEBUFlZmcrKyhSJREIfBUA1NTVaWlpWuVZMTU25c+dOVlRUsKysjKtXr6aZmRkDAwMZEhJCPT09jhkzhq9evfrq+f0ePHjwgD179qRYLGZISAifPHlCfX199unTh1lZWf8fe+8dVtW1b38vet+NvekdpElVBCmCFUVExILYERUV7CX2GjX2Lvbee6+xxF5jiyYajRqjxt4VRdif9w/fPa8ErCc595z7czwPT+Iuq+251pxzzPEdA39/f/r164dWqyU5OZnKlStjaGjIhQsXuH79Otu3b2fcuHFkZmYSExODSqVCqVQSHR1Nq1atGDt2LNu2beP3339Hq9V+9vFdvnwZLy8vunfvTlZWFkqlkq5duzJ06FDatGlD2bJlMTQ0FNdTo9FQoUIFmjZtSnp6Oq6urmzatImjR4+yfv16evfuTcmSJUWfaOvkyIgf937emOinw1TPbkXTpk1Zt24dR48epU6dOoSHh5OamkpQUBAmJiYYGBjg6OhIq1atmDhxIjt27OD3338v0n+9D1qtllmzZqFWqxk5ciT37t3DxsaGU6dOfdY1TElJYfHixe99f9u2bTg4OHDr1q3P2u7ly5eZOnUqderUQalUEhAQQKdOndi8efMnjetiYmLYt29fodeWLl1KQECAGKv89NNPODk5IZPJiI2NZe7cuf/YmPH+/fvUrVuXwMBAzp49K17fuXMnNjY2zJ8//7O3Wbt2bUaPHv0vHVeTJk3Iycn5l7bxFV/x34yvipGv+Eex8+YV6eyjD8e9votf9uyXOHNRMjIyknbs2FFEktmpUyfJ3NxcCgsLk06dOiWdPn1aOnXqlPT8+XMpODhYCggIkGQymZSfny/dv39fOnPmjPTTTz9JFhYW0osXL0R6hYWFhWRtbS05ODhIHh4ekr+/v6in/xzvkk/FxYsXpbi4OGn+/PlS1apV/7btzpkzR+rdu7e0atWqT3amfxfPnz+X5s6dK02YMEFSqVRS586dpbp160pGL8dLUsHNz9pWgdZAembQU5o4aaq0b98+aefOnYXez8vLk3bt2iUtX75c2rBhg2RoaCj5+/tLy5Ytk0JCQqRTp05JiYmJ0vTp06Xnz5+/10hRkiTp0aNH0vHjx6WjR49Kx44dk44ePSoZGRlJJUuWlG7evCndu3dPSklJkZYsWSKpVCpRBuHm5iZVrlxZCg4Olnr16iXt3LlTcnJyks6dOyedPXu20N+rV68kExMTKSsrS3iXODk5SQ0bNpQMDAykJUuWSAMHDpQ2btwobd68ucgKy/Xr16WFCxdK06ZNk548eSKMGkNCQqT8/Hzp6tWrUps2baTMzEzJ1ta2yDnev39fKlGihGRgYCDdv//pXj2A5O/vL02bNk2Ki4uTSpUqJc7nU8qrLly4IC1evFhatGiRSFY5cOCAUCqcPHlSio+PlzQajRQbGytNnTq1SM24j4+PlJ2dLW3atEk6cuSI5O7uLu3atUuSy+XSqFGjpHHjxkn9+/eXsrKypI0bN0rt27eX/Pz8pFOnTkl+fn7S69evpcuXL0sJCQnShg0bpMOHD0v+/v5STk6ONGjQIOm7774T0vxt27ZJhoaGUqNGjSQvLy8pPT1d0mq1kqWlpWRkZCQ5OjpKp0+fliTprbFdo0aNpEuXLklbtmyRvv32W+no0aOSJL1Nk5o/f7509uxZadKkSVJycvJ7r++MGTOkvn37Sn379pXatWsnnT9/XmrQoIF0+/Zt6dWrVyLiWZIkycHBQZowYYJUp04dSU9PT9q/f7/wsfnuu++kly9fSmvXrpVu3rwpaTQaycjISNq1a5fUt29facOGDVKLFi2k7du3S2fPnpVkMpn04MEDSZLeemYkJSVJzs7O0t69e6Vt27ZJVlZWkr6+vqRQKKQ///xTGjdunChTevXqlbRy5UppypQp0u3bt6WsrCzp7t270smTJyVnZ2dJX19f2r59u1SlShWpb9++0uHDh6W5c+dKhw8flszMzKRp06ZJqampkp6ennTs2DEpIyNDxF+uXLlSSk1NlUqVKiXNmjVLCg0NLXLdcnJypE6dOolV6mfPnkk2NjaSnZ2d1LhxYyktLe298vTJkydLBw4ckJYtK6xkW7JkidS5c2dp9erVUkxMjNS6dWspODhYysrKEp/5448/pDVr1kirV6+WDhw4ICmVSsnV1VXq1KlTkcjLP/74Qypbtqx0//59UWb13crF0tF7n/csvHHyrDSnwzeSs7OzZGdnJ61fv76IkhGQtmzZIvXo0UNSq9XSqFGjpDJlykiS9FZaHxkZKd2/f1/S19eXjhw5IsXGxkomJiZSeHi4ZGdnJ82fP1+6deuWlJGRIT148EC6f/++tHnzZuFfcvHiRenmzZvSzz//LO3evVs6ePCgdP78+SIlNzrIZDJJT09PKl++vOTh4SHt3btXunjxogRIycnJ0rBhwyQ3N7fPug7vg7e3t1S+fHlp9erV0pMnT6SSJUtKp0+flu7fvy9VqlRJ8vHxkU6cOCHdunVLatq06Xs9DwDp3r17hVJydP//7Nkzyc/Pr4jCRKfC+yuOHTsmJScnS+3atZM2b94sWVlZSfPnzy+U/PXDDz9IAwYMkFJTU6UBAwZIZmZmUkBAgJSSkiL98ssv0owZM6SYmBhRyqPVakWbtrGxkSw8XKSq33T47Ov14PJVKad5lvT06VNJX19f0tfXl+Lj46W0tDTJ19dX8vb2lrRardS1a1dp586d0qxZs4Sa5XNx9epVKT09Xbp8+bIUGxsrSuU+FRMmTJB+/vlnafr06e/9zMCBA6UffvhB2rlz53v7pIcPH0q7d+8WqpBXr15JlStXFqoQe/ui5UUfQs2aNaUWLVqI5/qDBw+kgIAAaeHChdKlS5ekuXPnSrdu3ZLKly8vHThwQPrtt9++OGb3Y9i5c6fUvHlzqV69etKwYcNEmcycOXOkXr16SStWrPjssu9Tp05JNWrUkC5dulTkWfM5WLhwobRu3Tpp9erVX7yNr/iK/2r873EyX/H/Al7lv2H+pTOftCoy++Ipbj+4T8eOHbGxsWH69OlFVjsSEhJYv359kf3cvXuXHTt2MHLkSBo0aICfnx9mZmbI5XIiIyOZOHEi+/fv5+7duxw+fJiJEyeSmZlJxYoV8fb2RqlUipU2fX19LC0tcXFxISIiggYNGvDtt9+yadMm7t2798XX4sCBA2g0ms9egSkOWq2Wvn374unpyYULFz77+9euXRMr0HXr1uXgwYOFV9hy9322WmTprGTKli3L4sWLxQrMmzdv2L59Oy1atMDa2prIyEjGjx/P1KlT8fb25sWLFwCULl2aY8eO0aBBAxYsWMBPP/2Ev7//J5/PvXv3aNasGZaWlgQEBGBhYYGenh6SJGFqakpMTAyhoaHcunULhUKBtbU1v/zyy3u3p9VqsbCwoHHjxnz77bfUrVsXT09P9PX1USqVpKWlERAQQHBwcKHr/+LFCxYvXkzlypVRqVS0bduWo0ePcu/ePTp16oSZmZlYxf/QqhrA6dOn8fDwoHTp0p98HQB2796Nv78/Wq2W169fI5PJMDU1LaJoeRe3b99m/PjxhIWFYWdnR5cuXTh58iQFBQWUKVOGJUuWAPDLL79gZ2fH6tWrefr0KbGxsTRu3Jg3b96IbV28eBEHBwdx7x4+fBhTU1NkMhmtW7fml19+4cKFC8TGxhIeHs7q1avp1asXarUaPT091Go1Hh4e4j7p3LkzPXv2BN6qSNq3b4++vj5GRkZ06tSJEydOoNVqOX78OEqlEmtraypUqMCIESPQ19dHJpOJY2vYsCFjxowBIDExkTlz5oj3Jk6ciJOTk9hXcbh16xbVq1endOnS/Pzzz4Xey8vLo1GjRshkMqFScnZ2xtTUVDxXfHx8GDVqFD/99BMmJiYYGRnRt29fdu7cyeDBg4mOji70HLKxscHExIR69erRp08frK2t6dGjByNGjKBEiRKiLZmYmNC/f3+2bdtGqVKlqFmz5gefVcePH6dy5cro6elRv359qlatysKFC3n69Cm9evXC2tqanj17CrVK//798fHxwcvLi8GDB9OtWzc6duwotteyZUvUarVQT2VkZBRaEd65cyf6+vqYm5sL5ZRSqeT8+fPvPcZ38ejRI+RyOXfu3Cnynk4xt27dOoYPH07Xrl2L3cbdu3cxMTEhPj4eb29vjIyMqFu3LkuXLuXx48fMnTsXe3t7GjdujI+PDxYWFpQtW5bxP+7/7BX+MWcPceP2n4wePZouXboUe/3Lly+Pn58fGzduLPTsffnyJSEhIYwbN06oEgC+++47atWqhbW1NXK5nDp16qBWqxk4cCBPnz7F1NSU169fk5eXh6GhYSFlypkzZ4iIiCAqKopNmzYxevRo3N3dhYpE9+fp6SlUJjY2Nnh6emJpaSlUEo6OjqSkpNC9e3fGjRvHihUrOHjwINeuXfugQvCvsLKy4tGjR3Tu3Jm4uDgMDAwIDg5m5cqVXLlyBSMjI9RqNVZWVl+8Yv/o0SMOHTrErFmz6NKlCwkJCbi6umJmZkZQUBBpaWkMGjSIlStXMnnyZKytrenatSsajYYxY8YUq7TYuXMnFStWBN4qH6ytrSldujQxMTFcv34dIyOjQt97/Pgxc+bMQU9PDwMDAxKzW31+W/rpMBNPHeTq1asUFBSwadMmrKyscHNzw9fXlyFDhnDlyhWxz61bt+Ls7EybNm0+W2mow/nz57GwsEClUjF9+vTPUt+cOnUKHx+fD34mPz+fKlWqFHrWvnr1it27d9OrVy/CwsKwsrKievXqjBs3jnPnzn2RAuhdNGvWTDzvCwoKqFKlCj4+PsjlclJTU9m6dSv5+flotVpiYmI+2j9/CV69ekWXLl1wdHRkx44d4vWCggJ69er1xeM5gKSkJCZOnPgvH+PNmzdRKpVFlG1f8RX/r+ArMfIV/zhevnnD6qu/fLDjX37lPM/z/mdgdfr0aaKjoylTpgzHjx8Xr3t4eHxyx3Hq1CkUCgUTJkwgMzOT8PBwzM3N8fLyom7dugwdOpQtW7YUGsDn5eVx7NgxcnJyaNu2LZUrV8bX1xeVSoWRkZGQzFtYWODk5ESZMmVITU1lwIABrF27lj///PODx7Ry5UqcnJy4fv36Z17F/8GrV69o1KgRZcuW5e7du5/8Pa1Wy8GDB6lbty4qlYquXbty9erVYj+3aOFsrp9t+RnESFfyX//JunXrqFChghgwqlQqwsPDGT16NL///jvwdnJpY2PD0aNHxT5r1qzJmjVrGDRoEL179+b27dtiQvCxazF69GjUajX16tUjLi4OFxcXYmJiMDMzIzg4mLFjx9KwYUP09fWF1Nzc3Jw5c+Zw/fr1Ygdcv/zyC5IkCUn/nTt3CAkJoU2bNmzatAlXV1d8fX0pV64cCoUClUqFo6MjJiYmBAUFMWLECJ48ecLp06dp0aIFCoWCZs2aceLECX7++WcqV66Mvr4+gYGBXL58udhz27JlC0FBQaKk6FNRt25dJk+eDMCmTZuIjIzEyMiIbt26Ffrc8+fPWbx4MQkJCcjlcpo0acKOHTuKDIj27NmDu7s7ly5dwsXFpRCZ8OLFC6pWrUrt2rXFxGj06NFkZmYW2sbIkSOpUaMG/fv3R6PREB0dTWpqKhqNBn19fSIiIti1axdHjhwhNDRUkJUTJ07k4MGDyGQy4uLiUCqVorSnUqVKxMbGcuvWLc6ePYutrS2VK1dmyJAhDBkyhM6dO5Oamoqenh7t27fnxo0bKBQKHj58yLVr11CpVIKYg7dSa3d390Ikz7tYuXIltra29O/fn7y8vCLvHzp0CFtbW0xMTJDJZGzduhVvb2969uzJzZs3qVOnjihd+OufhYUFqampjB07lrVr1+Ln50dycjKJiYmYmZlhbGyMjY0NarUaIyMjnJycGD9+PDNmzMDExAS5XE7dunVRq9VMnTr1o5OIq1evYmNjw8aNGxk+fLh4Li5YsIBXr16xdetWLCwskMlkLFmyBK1Wi1ar5ejRo2RlZWFoaEhAQACzZ8/myZMnyGQyvvnmG+DtZLB79+6oVCr69u1LnTp1xHkGBQXh7+/PrFmzqF+//geP8a9IT09n5MiRxb534sQJ7O3tyczMJCUlpdjPtGzZkoSEBJKTk/ntt9/QaDTMmDGDyMhIQXj269dPTHjNzMwwMTf/oonsmJ8Oc+P5U7799lv69OkjjuG3334jLS0NBwcHZs6cWWxba9myJfXr12fr1q3o6emJSeaDBw+wsrIS94BcLkcul9OnTx/27t1biEjWaDTcvn2bFy9e0KNHD3GuxZUFmpiYoFQqC7VHKysrXFxckMlk9O3bl6tXr3LgwAFSUlKwsLCgQoUKtGrVipSUFCIiInBycsLIyAiNRkNISAiJiYlkZmYycOBAZs6cyc4d67j120Je3x9P/oOhnNjdkLzHi6layYdLl36lR48e1KhRg6ioKBQKBa6urkiSRHx8/L88If4rnj9/zokTJ1iwYAG9evUiODgYfX199PX1MTY2pkKFCvTp04dFixZx8uTJQs+Ibdu2UaVKFfHvc+fO4erqSrly5XB1dUWhUHDnzh0ePXrE6dOnWbVqFWlpaeK6xjSs90VtadbFk2KfgwYNomPHjqI/b9u2LWq1mujoaHJycrh//z6PHz8mIyMDV1dXdu7c+dnXKCEhgTFjxnD+/HlKlSpFQkICN2/e/KTv5ufno1QqPzoWunPnDnZ2djRv3pyqVatiaWlJeHg4ffr04Ycffvgsou1T0LlzZ/r06cOAAQOwtbXFyMiIkSNHcv/+/SKf3bFjB35+fn8rOfDTTz8RFBRE7dq1C+3z5cuX1KtXj+jo6C9eeDt69ChOTk7k5ub+LcdasmTJQuOzr/iK/5fwlRj5in8LtFotfzx/wubrl5hx4Ucmnj/K9F9+ZOPvF7n27HGxg5+CggLmzZuHnZ0dbdq04datW5iYmBQ7KSkOmZmZ9OvXr9Brb9684fz58yxatIhu3bpRqVIl4YdQtWpVevbsybJly7h48WKxK0Zv3rzh1KlTzJgxg3bt2lG1alX8/f1Rq9UYGxsL4sTc3BwHBwdKly5NnTp16Nu3L6tWreL69euMHj2agIAAHj9+/NnX8eHDh5QvX57atWvz8uXLT/pOXl4eS5cuJTw8HA8PDyZMmPDelaR3615//WU3POzxCaRIJwpeHmfv3r1kZWVha2uLn58fERERyGQyGjduLDpZrVZLQkIC/fv3L7TfrKwsJk2axPLly0lJSSEvLw8DA4P31kdrtVpWrFiBh4cHFSpUIDExEbVaTWRkJNbW1vTr1w+VSlWIdAgKCkKhUDB79myio6OxtbVFo9Fgb29PrVq1+O6779i9ezdPnz6ldevW2NvbA/D777/j7e1N//79OX36NC4uLgwZMoTr168zdOhQvLy88PT0JD09nZ49e5KamoqjoyN6enoYGhoSHBwsJly3bt0Sbf306dP4+/ujp6dHnTp1igzQZs2aRenSpd+7Al4cbt68iUKhEIRO48aNmTRpEv7+/nh5eZGfn8/27dtp0qQJcrmchIQEFi9ezPPnzz+43UqVKqHRaBg7dmyR9169ekWtWrVISEjg5cuXxMbGsmnTpkKfefLkCSqVirS0NBwdHbGzs8Pa2hovLy/Gjh1LzZo18fX1Zf/+/bx584aRI0dibm6OqakpBgYGKJVKvvnmG54/f05QUJDwQxg4cCA2NjZYW1szffp0FAoFd+/e5eDBg4SEhLB161YkSRLKsObNmwPQu3dvOnToII5v/fr1WFhYMHz48CLn9+jRIxo1aoS3tzdHjhwp8r5Wq2X06NFYWVkhk8kYN24c2dnZWFpaUrFiRSwsLDA0NMTOzo6KFSuSmppKyZIlhYLi3Qmpj48PvXr1omPHjpibm6NUKrGzsyMiIgKFQoG+vj6hoaFER0fj6OiIjY0NM2fOpFKlSsjlcmxsbJg6depH/X3CwsKEcgagRo0a9O7dm/j4eORyOWZmZowfP569e/cSGhpKVFSU8MB58eIFFhYWLF68mOTkZHEO69evJz8/n9zcXFatWkWVKlWEaissLAxLS0vUajWXLl2iQ4cOjBo16oNt7q84dOgQXl5e750oX7p0SbStv37m+PHj2NnZceHCBbEa6uHhQWJiInZ2djRt2pSIiAiMjIzQ09PD1NSUdu3aYWWt+mJi5Pdnj+nVqxdDhgzh/v37dOrUCZVKxeDBg997v82dOxcfHx+ePn1Kt27dMDY2xs/PT7zv6+uLkZERHTt25OXLl1y5coXMzEwsLS3x8fERRHlAQAA5OTm4u7uTlpZW7CT1/v37DB48GEmSSExMZOnSpaIP0/Vjuj8DAwPKlSvHsWPHuHbtGunp6Wg0GkaMGCGIg/z8fG7dusXx48dZv349OTk59OnTm5ULWvP6z/bv7T8unujI8GE9sbS0ZObMmeJ+MTAwwN7enubNm//t5Ai8vW/79OmDk5MTrq6upKenc+TIEZYvX86AAQOoV68eAQEBmJqa4u7uTmJiIrVr1yYwMJAtW7awZ88eVq1axYABA9BoNFhaWgpPGJ3fj76+PhYWFv+jyClT6ova0vrf/2cxqGTJkhw4cKDQubx+/ZoNGzaQmpqKTCajZs2aLF++nLVr1+Lk5PRZ6pHNmzfj7e0tniF5eXkMGDAAGxsbli5d+knbSEpKYvny5UVev3HjBvPmzaNRo0bY2tri6OiIqakpOTk5RTx//i68ePGCRYsW4e7ujrm5OW3btsXR0ZHNmze/9ztarZayZcsWew6fi4KCAsaPH49arWb27NmF2vKdO3coW7YsDRo0+JdIjapVqzJ16tR/+Vh16NixI0OHDv3btvcVX/HfhK/EyFf8x+PRo0dkZ2djbW2Nra3tJ5mJ3b59W6zefAxarZbr16+zfv16Bg0aRK1atXBzc8PS0pKoqCiys7OZOXMmJ06c+GjnlZ+fz08//cTs2bPp1KkT1atXp2TJkmg0GkxMTMSAUzdwCgkJISUlRRAyV69efe8g8MqVK/j6+tKlS5dPugYPHjxg+PDhODk5ERcXV8h0sTjs2LEDR0dHOnfu/D/n+eYWPB7z3kFt7p+9mDK+A/b29gQFBTF06NBCppUPHz5k9OjRuLm5ERERQUZGBiEhIUXIrWHDhtGjRw/OnDkjJgJKpbLY1ZzDhw8TFRVFyZIlSUlJQaFQUKZMGZRKJX379uXhw4dMmTKF2rVri+/MmjULpVJJUlIS8HZyGBoaytSpU7ly5QrLli2jc+fOREVFYW5ujqGhIV5eXgwaNAg7OztGjx7N5s2b0Wg0tG/fnvj4eFQqFW3atOHIkSNotVru3bvHsGHDcHZ2Jjo6mgULFnDkyBHmzJlDp06dqFixItbW1qjVaipWrEjnzp2ZO3cuw4cPRy6XY2RkRHZ2tmizgwYNolSpUp8ljx00aBBt2rQB3g4I5XI5f/75J2lpaRgaGmJra0tYWBgTJkzg9u3bn7TNx48f4+vri4WFRSFTzHeRl5dHw4YNiYmJwcrKipcvX/Lq1Su2bNlCixYt0Gg0ODk54evrK0pQtFotW7duJT4+Hnt7e+rXr49SqcTb2xu5XE5sbCyhoaEoFAosLCwoVaoUkydPpkKFCuIeuXr1KhqNBplMRpUqVWjRooU4HisrK27duoWenh4nTpzA3NwcX19ffvvtN2xtbcVxXL58GY1GQ2xsLCtXrix0Xjt37sTZ2Zl27doVWjl+9eoVZ8+eZfbs2ZQoUUIYXRobG+Pm5kb16tWpXbs2lpaWDBo0iMqVK1O9evVCE+JWrVoRExODTCZDo9EIEkGSJDExNDAwEKadz549Y+jQoSiVSkE66CbxDRs2JDc3l2PHjhEfH4+HhwcLFiwo9n5v06YNderUKfSciY+PZ8uWLQwZMgQ7Ozvq16+PSqUiJSWF7du3M3v2bOzt7WnatClLly4lOjpafLdUqVI4Ozvj4+MjyKywsDDc3d0xNDTk22+/xdXVFX19faGeiIqKYvfu3Z/U/nTQarUEBAR88Hs///wz+vr6tGnTRpx7QUEBERERQunk7e1NnTp1hKmprixl5syZnDt3DrVaLYx9DQwNGXZ01xdNZtt0efv8j4+PR61Wk5WV9cF77syZM6jVas6dOwdA+fLlMTMzw9nZmefPn9O2bVuMjIywsLAo1BYBOnToQFhYGEqlUigI7Ozs2Lp1a5H9XLt2jY4dO6JUKsnIyEBfX18oV1auXIm9vT0ymYzo6GiMjIzE5F7XPk1MTKhWrRrTp0+nVq1aODg4MHXqVPLy8rh06RJ16tR5O6nWauH58k9SHD74rSOhwe6YmpoKckZXbqWnp4dcLiczM5Np06axceNGTp48ye3btz/ZWPSveP36NU2aNMHZ2Rm1Wl1oAlxQUMCtW7c4dOgQS5cuZdiwYaSlpREcHCxIDt210N2DRkZGmJqaCtVJcHAwFSpUQKlU4uXlJcxa9Q0M6L9zw2e3pXlbNpCbm8v58+dxdHT84Hk/efKEuXPnUqlSJRQKBQ0bNqRq1aq4ubkVMTAu7rr4+PgUIbYBjh07hq+vL/Xr1y+2X34Xo0ePJisri6dPn7Jx40Y6dOiAn58fKpWKevXqMWPGDFH+M27cOEqVKvW3qR0AYcjdunVrlEolCQkJZGRkkJmZSbdu3WjQoMFHt7FlyxYCAgK+uI3BW3Vs1apViYiI4NKlS4Xe+/nnn3F3dxdmw1+KAwcO4Obm9rcqbDZt2kT58uX/tu19xVf8N+ErMfIV/zUYNWoUSqWSsmXL8uOPP37ws3379qV169b/0v4ePnzI7t27GTt2LE2aNCEwMBBTU1MCAwNp0qQJY8eOZffu3Z+10lFQUMCFCxeYO3cunp6eODk5ERgYiK2trfAi0Pli2NraEhwcTM2aNWncuDEKhYL+/ft/tBO9cOECbdu2RaFQ0LRpU5G68T7k5ubSqVMnnJycROpEIWi1kHcZnq9A+2QiT24M4fieTrRqFk5gYEkGDRr0Qb8OeEsYTZs2TdSODxw4sNAq5vz582nUqBG5ublCFeTt7V1ou1euXKF+/fo4ODiQkpKCUqkkJCQEpVJJ9+7dhQy1oKAALy8vsao2c+ZMnJyc2LdvHyqVSkwCfvnlF9RqdRGviMePHyNJEunp6ZiammJvby8mCEZGRgQHBzN58mQxOTl16hQZGRnI5XLS09M/2Da1Wi03b95k69atjBgxgkaNGhEQECDk7AYGBhgZGVGzZk1q165NyZIl2bBhwwevrQ55eXk4Ojpy5swZAHJycvD09MTf31+saA4ZMuSTtqXDixcvKFeuHO3ataNZs2aFygL+ivz8fMqVK4eFhYVIGYmJiWHs2LFcvXqV3NxcnJycCkl0tVothw4dIi0tTahDdEqedevWAbBu3TrUarVI2tApF27evImnpycTJ07k119/xcjIiIoVK/Lo0SMAQkNDqVmzJgYGBtjZ2SGXyxk8eDDW1taUKlVKnF9wcDCTJk0iOjpapBa8fPmSDh064OjoyKRJk1iwYAE9e/YkOTmZEiVKYGJigqurK6amppiamhIdHc2BAweKKAGOHz+Ovb09EydOpFmzZkRERHD06FFmzpxJcHAwlpaW2NnZERISIgi5qKgoLC0tKV26NKampsLvwcTEhLCwMFJSUsRqukKhQCaTCU+kTp06sXfvXnbt2kV0dDT+/v6sXr1aPDMWLFiAt7d3EYIrJiaG8uXLEx4eLiTzz549Y+rUqQQEBODn5yf8MkxNTalQoQIvX77k6NGjwhcmKCiIrl270qxZM1Ga0LNnT+7evUtgYCCOjo7Y29vTsGFDzMzMvkgxN2nSpA+W4Gi1WmQyGeXKlaN27drk5uYyd+5cQkNDycnJoWzZsuL5mpiYSEBAgCBpHzx4QK1atfDz88PPzw+5XI5KpSJ93HefPZHtuWmFIMKl/z/1JTMzk6VLlxab7PL48WNKlCjBokWLxGsODg7ieeDl5UVKSgoajYbExESmTZtW6Pu1a9dmyZIljBgxQvgYVapUqVCZ6OnTp2nUqBEqlYpvvvmGGzduUFBQgCRJhfqU9PR0kpOTsbOzY8yYMUydOlWkKFlaWmJrayuIAX19fdzd3XFzc8PV1ZWIiAgkScLe3p6Xj/d/lkfV5ZMdMTExwczMjPT0dO7cucOpU6eYM2cOKpVKpDiVKVOGwMBArK2tMTY2xsXFhcjISOrUqUOHDh0YMWIEixYtYs+ePVy8eLHIPfnw4UPKlCmDXC7Hy8uLrl270rJlSypXroyXlxdGRkbI5XKcnJxwd3cXKSUmJiaiDfft25f58+ezatUqhg0bRo0aNXB2di6ktrGysqJ+/fpMmDCBqlWrihKlco1SP6stjT++l8pVqmBtbU2ZMmVo0KDBJ0+kb9y4wejRowkJCUGlUmFpaUm9evXeqx4ZO3Ys1apVe+/2X758SadOnXBwcChWcfHmzRsOHTpE69atReJchQoVGDZsGMePHy+WqNVqtdSpU0cQ+v8Kbt++zahRo4RCcujQoSKxbsmSJVStWhUbG5tPXjALCwtj1apVX3Qsa9euxdbWlgEDBhRZCNq1a9cXJ8/8FRUqVPjbEw+fPn2KhYXFR5WkX/EV/xfxlRj5iv8afPfdd3Tp0oXZs2dja2tLdnZ2saTE8+fPUavV743b/FeQm5vLiRMnmDlzJtnZ2WIS4+bmRq1atRg0aBDr169/r3fFu3jx4gXh4eGFyn20Wi2XL19myZIlfPPNNyQnJ+Pm5oaenl4hmbOJiQk2NjYEBASQmJhI586d6d69O3FxcWg0Gvr16/dJcXhnzpwhICCAunXr8uDBg2I/o9VqOXHiBN27d8fNzQ1vb2/69esnVjY/Bfn5+URHRzN27FjOnTtHmzZtUCgUNGrUiCNHjrBr1y6xQuHh4cHFixeJiopi3759PHr0iG7duqFUKqlRowYajQZ/f3/kcjkdOnQoIhNft24d4eHhaLVapk+fjrOzs1itCQkJKRTZN336dIKDg3n16pV4bcyYMZiammJtbU3Dhg1RKBQYGRlRr149unXrRlJSEhqNRhh9ymQyMjIyChngfS5evXrF6dOnGThwICqVqhBJFhQURIcOHZg1axbHjh0rslqsw+rVq4mIiGDmzJnExcWJ6NYDBw5w/fp1rKysCqloPobXr19TvXp1GjVqREFBAb///jsqlapIu3r06BELFy4kJSUFQ0NDVCpVkRhVHXJycqhatSrnz5+nT58+uLu74+Pjw+DBg7l06RK3b9+mf//+KJVKLCwsKFeuHDdv3uTp06di9djW1pbt27fj7+/Pd999B7wl1ipVqkS7du3w9PTk1KlTBAUFFSpTsbS05M2bNwQEBGBlZcX69etp1qwZDRs25P79+zg5OTF48GAaNGiAhYWFUD8EBweTlpbG4MGDWblyJT/99BNjxowRpTMzZ858772u1WrZtWsXtra2IrLZ0NCQ5ORkGjVqRFpamvju69ev6dWrF4aGhtjY2GBnZycme0qlkuDgYGFeqluBtrCwIC0tjaioKFxcXMjOziYkJASNRkNGRgYDBgwgODiYsLAwpk2bhrW1daFoSIDr169jbm5OtWrVil211Wq1/PDDD9SrVw+lUolCoRCeEroVfh0Zd+jQIczMzHB1dWXlypU0btwYc3Nz9PT0GDBgAPfu3aNVq1bo6+szYMCAzx5460xYP+StFBoayu7du4mLi8PBwUGYadvb22Nvb0+HDh2oUaMGd+/exczMjKysLEJDQ7GwsMDIyEissMvlckqXLk1Q+XKfTYyUa5QqCLmkpCRCQkIwMTHB1tZW+FM1a9aMWbNmceHChWInhrrYeX19fWbNmsWwYcPIyspi9+7d+Pr6FlrJ9vDwIDQ0lIiICM6cOUPr1q2JiYlBqVSSkpJCXFwc9vb2jBgxohAh9erVK4yNjQvt98mTJ7i7uzNjxgx8fX3p1KkT+fn5nDt3jtTUVOHT5OzsjKWlJSqVqlC5iO7v4tFmn23gXT7aGQsLiyJeC8+ePaNcuXJER0dTsmRJgoKCmD9/Pk+ePOHKlSvs37+fZcuWMWbMGDp27EiNGjUIDAxEo9EIcsnc3LwQWWVhYYGnpyclS5bE19cXBwcHjI2N8fDwICEhgU6dOpGTk8POnTv5448/KCgoYMmSJZQvX57vvvuOatWqifjprKwsli9fTrt27ahXrx4qlYpSpUrh4OBA48aNcXFxEfvVNzCgZc6YT2pHE88f5fbLt+az165dE8+FoKAgxo0b91keY+fOnaNz586inbdo0YJr166J9+/evVvsQkFx2L17N66urrRs2ZKTJ08yZcoUatWqhUKhICgoiM6dO2NmZsbOnTuZN2/eRw10nzx5QokSJVi4cOEnn48OeXl5rF+/nuTkZBQKBenp6ezbt6/IM3njxo1YWVkxb968T972hg0bCAoK+izVyLNnz2jZsiUeHh4cOnSoyPuzZ8/GxsaGPXv2fPI234fdu3fj5eX1Xl+sfwUxMTFs27btb9/uV3zFfzq+EiNf8V+D9PR0ZsyYAbxd3WvTpg12dnbMmzevUMc1ceLE9xrw/RPIz8/n4sWLLFu2jJ49e4pVCZ1BZNeuXVm0aBHnz58v0oHduXMHDw8PZs2aVey2J06ciIODgzCg1Wq1XLt2jRUrVtC7d2+Sk5NxcXHB0NCwkBTf2NgYtVqNv78/1apVExPrM2fO8ObNGwoKChgzZgxqtZr58+cXGURotVpOnz4tnNI9PT3p3bs3p0+f/iLZ54gRI4iLiyv0Oz18+JAxY8bg7u5OUFAQtra2YjK+fv16kpKSRBlGhQoVcHFxwcPDA7lcTps2bcRK0F8RGxvLsmXLmDZtGi4uLoV8Rvr16ydMInXnmZKSIpIjXr58KVZELSwscHFxISwsTBBwd+/eZejQoTg6OhIWFkanTp3o2LEjUVFRWFhYULJkSTIyMpg2bRqnTp36ogHLq1ev6N+/PwYGBsKvpmzZstSuXZvg4GBMTU3x8fGhXr16fPvtt6xatYrp06ej0WgwMzOjTp06LF68GCsrq0LEoYODA5aWlp/k0ZOfn09aWhpJSUmFPt+tWzcyMzO5ffs206dPp2rVqlhZWZGcnMzs2bORyWTcunWL3r174+/vX8iw7/r16wwbNkyohrp27crJkyeLbU8vX74kJycHtVqNgYEBSUlJKJVK1Go1rq6u6OnpUaZMGZEiEBoaKlYwly5dilqtpkOHDoXuiV69erFv3z4UCgUdO3bE2NhYGEZaWVkJM1xLS0u6d+/O5cuXi6xwPn78mFq1aqFWq3FxcSmixtJqtVy6dImZM2fSqFEjHB0dcXBwoE6dOnh6elKzZk1GjhyJo6Mjw4cPJzU1tci5nzt3TiSC6AxQdSaXUVFRGBgYEBYWJlI7zMzMKFWqFHK5XFyXvn370rlzZ1GqEx4ejoGBASVKlCiUTnTw4EHs7e0LPWOKw+PHj5k9ezZlypQRigtdKo5Go+HYsWPMnj0bAwMDypcvL9rM/fv3hRqufPnyIjEoJiaGtLQ0nJycWLBgwWdNPJo1a1bEn0Sr1fLrr78yceJEsb/IyEhsbGwwNjZGqVQyfPhwtm/fTufOnTEwMMDc3FxI+1euXCnI1tDQUCZPnsyDBw9Ems53m1d/MinSZcV8DP7/ZCE9PT2h7nj48CHLli2jSZMmqFQq7O3t8fPzE2RZSkoKEyZM4OTJk+zduxdJknB0dCQkJIRDhw4REhLCDz/8gFarJTg4mC1btpCbm0uvXr2QJInx48eL9vrdd9+RmJhIUFAQKpUKc3NzMjMzhQG2DrqV4b9i//79wpOlQoUK1KxZU5BYubm5zJgxAy8vLwwNDTEzM0OhUODv7y/utbJhdp9NivCgIwtyqhEZGVns7/78+XMqVqxI/fr1mT59uiizq1ChAnXr1hW+O8bGxri6uhIVFUX16tWpVasW1apVE35OuvZrZ2eHs7MzDg4OyOVyDA0NcXBwoEyZMtSqVYvs7GwGDx5Mnz59SE9PJyoqChMTExQKBR06dGD16tVFiIkJEyaQnZ3NwYMHsbOzo3bt2oLQ1ZGZkiRhbmlJt3nTPtiOcn46yvUnj8S2dWU0b968Yffu3cInKiUlhY0bN35yX1NQUMCIESOwsLDAxMSE6Ohopk+fTnp6eqGkqffh3r17oh1bWFhgYGBAQkICixYt4vbt2+zdu5eqVatiYGCAiYkJenp6n0S2/LWU7GM4f/483bp1w9bWlpiYGGbPnv1BH5V27dohk8k+a/yi1WoJCQkR6sWP4ejRo5QoUYL09PQix/J3JM/89dhiYmK+iEz6FAwaNOiz/M2+4iv+r+ArMfIV/zWIjIxk7969hV47fvw4ZcqUITo6mtOnT/PmzRvc3NyKZer/3bh16xZbtmxh6NCh1K1bFy8vL8zNzQkPDyczM5OpU6dy+PBhTp8+ja2tbSF2Pj8/n06dOuHn51dscoxuZd3W1paEhAR27NghOvybN2+yZs0a+vXrR926dQkLC8PR0VGs3OoG7IaGhnh6elKlShWys7OZNm0ay5Yto3fv3nh7e+Pm5sY333wj4lC/FLoBz7urU+8iPz+f5cuXo6+vL4wm69ati0wmw8XFBR8fHzF4bd68+QeVGcePH8fFxYXJkycXIUXg7cDlrzHA9+7dw8bGhurVq4uVz4SEBIKCgmjRogV5eXmcPHmS9PR0cQzFlSfl5eXx448/kpOTQ7NmzfD19cXS0pJy5crRrVs3Vq5cye+///7J11KlUqGvr0+FChXIyspCpVKRkZHBL7/8wtmzZ+nfvz8hISEYGRmJxKTw8HCysrJo3rw5MTExhVbq6tWrh4uLCwMHDqRJkybvLbHSarW0adOGuLi4Qga/v//+O8OGDcPQ0BArKyvS0tJYsWKF2MfOnTsJDw8Xnx86dCju7u4MHTqU2NhYVCoVrVq1olu3bp9cv6zVapkyZYrw29ARBmXLlhWr1gsWLMDNzY2goCDu379PQUEBu3Zuo3uHcuzbVJfn17PIv9ueG+daMGdSPAlVAkhJSRGeAN7e3vz444/o6elRtWrVYksdAH788UdcXFzQaDTUrFmTx48fv5cIadSoETNnzuTSpUvi937x4gW1atWiYsWKzJ49G7lcTlhYWLH7unXrFqGhoaSkpIhYXV15iq5ErKCggB9//JG6detiaGiIqakpoaGhWFpa4unpWaj92dvbC58jU1NTAgICRDTp5s2bKVmyZBElyevXr1m3bp24F3UEYrVq1Xj9+jVDhgxBkiQxqZQkiYyMDHG+Wq2W2rVrk5CQQK1atYC3q95ly5ZFrVbj7e1NZmamULT81VDyfTh06BAlSpTg6dOnbNiwgaysLDw8PHBwcCAjI4OkpCT69evHgAEDkCQJOzs7UaIRERFBr169hN9Cenq68NSwsLDg4MGDhdpelSpV3k5krSxpMWX0R0mRb9YtQaZRiwmwkZFRsfHyBQUFHDlyhObNm4sSlTJlyhAbGyvKxiRJokaNGiJ62s7OThAf8+bNo1SpUnh5eVGlShU8PT1FG5syZYpIMFq/fj0FBQXcuXOHHj16oFKpyMzMFH3KgwcPUCgUxV7nPn36kJiYyKtXr0hPT6d06dJF1GLnz5+nQYMGYgKsO+72mcFfRIxcPJaBTCbj0KFDbNq0iSlTptC9e3dSU1MJDw/HxsZGKIAqVqxIUlISPj4+GBsbExgYSFJSErGxsdjZ2WFubk5wcDCpqakkJSWhp6dHyZIl39sPvX79mosXLzJ58mRSU1MpUaIERkZGQgGnK6k0NDTE29ubChUq0LhxY3r06MHEiRNZtWoVQ4YMoVq1auTl5XHx4kU0Gk2h8hpDQ0OMjY2xtrbmzZs3/PniGdv+uMzUn48z5uxhxpw+yHc7N9JyQB+8/XwxNTXF39+funXrEhsbS7Vq1Thz5oxQdj158kQkK9nZ2dG9e/dPIiHgLVHXuHFjbG1tKVWqFHp6etSoUYNVq1YVUo7l5uby/fff06NHD0qVKoVMJqNGjRpMmDCBn3/+mfXr12Nvb0+3bt3Izc1l6dKlhUggMzOzTyY+3zUfLg6PHz9m2rRpRERE4ODgQM+ePbl48eJHt3vp0iUUCgUuLi6fdBzvYs2aNZQqVeqD/fabN28YPHgwNjY2RXyq4C3Rn5qaSlRU1GepfD6E7du34+vr+4/F6h48eJDg4OB/ZNtf8RX/yfhKjHzFfw2sra2LNa8rKCgQK+bVqlUjIiLif+HoPg1Pnjxh//79TJw4kYyMDEJDQzE1NcXV1RUTExM6derEhg0bqF69OuXLly9SKnT69GmaNWuGQqGgTZs2nzwI0mH58uWo1WoaNWpE//79SUtLIygoCJlMVsT8UWeEWalSJdq0acPkyZM5cuTIZ5l8vXr1iqCgIObOnfvRz+oSY+RyuSgX0kWRNmjQ4JMGQA0bNiQlJQVXV1d+++23Iu8XFBRga2vLb7/9xo0bNxg+fDi+vr7CHV+hUKCnp4ejoyPDhg1j2bJlxMTE4OTkxLBhwz57UPPo0SO+//57hgwZQlJSkpBCJycnM2zYMHbt2lWsoembN28wMDAgJCSEIUOGoFarGTNmDG3btsXMzExMfocNGybMFDt27MiuXbsYN26cqI83MzPD09OTihUrYmVlJSZrRkZG7Nixo9hj7t27N6VLl+bJkydcuHCBYcOGCYVCRkYGzZs3p2bNmkW+16FDB4YMGcKLFy9YunQpSUlJmJiYYG5uTk5OjihXysvLw9PT85PNN+fOnUt4eDidO3cWbbRFixZs27aNEiVKFDJDVKlUxEW7fTRqeumsZBo1qi88PHRlC8UNfrVaLTk5OchkMmQyGb169WLGjBkfJUKKQ35+PtnZ2QQFBfHtt99iaGjI6tWri/3ss2fPqFatGmXKlBElFZIk4erqWkTdcebMGWH62qRJE8zMzDAyMqJ27dpUqlQJGxsbypYti7m5OW5ubpiZmSFJkojZdXV1FUlc+/fvp3Xr1lhbWxMbG8v06dNFmV1mZqZIJoqPj8fb25uwsLBCk77MzExevHjB7NmzCQwMJD09nQkTJohjjYyMZPfu3Rw+fJi2bduiUqnw8/NDqVRSu3btYolg3e9w9uxZsdptampKxYoVGTlyJGfPniU/P59Tp05Rvnx5QdRoNBo6d+5Mx44dsbGx4fDhw/z4448EBgZibm4uFDXvmrO+i/Lly//PxFZfn6jUFKafO1aEEBl17Af2XL/Mqzd5pKenC1WCJEmo1Wr27NlTpF3cuXMHJycnNm7cyJ9//smIESOEQkr3HNL9dgYGBjg4ONCnTx+WLVtGaurbUp2JEyeyfPlyEhMTGTRoEDY2NtSsWZOxY8dSqVKlIudz7949+vTpI0jWI0eOvDcWPS8vj9KlS4v45yFDhuDi4lKEQIO3k+emTZv+jzqrU5kvIkaunc4QPkPVqlWjdevWDBs2jClTpjBp0iSGDx9O+/bthWeSiYkJnp6eVKhQgdKlS2NhYUFcXBwbNmygoKAArVZLRkYGenp6dOvWrchv8OLFC3bu3Em/fv2EP1J4eDjdu3dn06ZNRXxw5s6dS1paGufPn2fHjh3MnTuXoUOHkpWVRXJyMj4+PhgZGWFgYIChoaEgrHV/0dHRVK1alR49evDw4cOPkuQvX77k9OnTLFmyBI1GQ/ny5fHz88PExAQvLy+SkpLo0aMH8+fPZ8WKFXTq1Al7e3siIiKYPn36J/n4bNy4EWNjY6Kiopg8eTJxcXFYWVkRHh4u0qQiIyPp378/+/fvL1ZxePfuXeGJ9eOPP9KtWzfs3FyJbZJG9pSxfH/jN47dvcnDVx83WG3RokWhEsOCggJ27dpF48aNhVHy5s2bP1kho9VqqVixIoMGDXovCfghFBQUEBgYWKwhLbz1PouOjqZSpUrFqlh1yTNpaWl/m8GsVqslPDycZcuW/S3bKw5v3rxBLpd/skn7V3zF/xV8JUa+4r8C9+/fRy6Xf3AgoauRVSqVLFy48B+J+Psn8Pr1a06fPk12drYwLDMyMsLR0ZEaNWrQp08fevbsSdmyZXFwcGDYsGEfdYX/K548eUKTJk3w9vbm2LFjXLp0iSFDhhAUFCTq7g8ePEhBQQH3798XCRWNGjWibNmyuLq6YmlpKSZnhoaGKBQKvLy8qFChAq1atWL8+PEcOHCgkMpAZ1j5sd/i+vXrwuzQx8cHfX19DA0NMTQ0JCAggAULFhTyAXnfNnQpDu9TleTm5lK+fHl8fX1RKpW0atWKAwcOMHjwYGFkqa+vT4MGDXB0dKRcuXKsXLnyb6vh1Wq1XL16lWXLltGlSxeio6OxsLDA39+f5s2bixKcq1evioni7du36dmzJxYWFhgbG9O4cWPatm2LtbU1aWlpHDt2DJVKJVZC79+/j0wm49mzZ7x584aff/6Z8ePHY2BgUGiQHhYWRuvWrcnJyeHAgQM8efKEkSNH4ubmRpcuXfD398fBwYHs7Gx27dolrsHLly9xdnYutLr++vVr7OzsSExMRC6XU7VqVRYsWMDTp0+ZOXMmDg4OhSTSCxcuJDo6+qPt4vHjx9ja2jJ//nxCQkLw9PQUkZjvTj7/R8LvQP7dLp80Cdu0tBb6+npieyYmJkUGtk+ePKFatWpYWVkJ35nPIULe1waGDx+Ovb09tra22Nvbk5OTU+Rzr1+/pnv37piYmGBgYMCePXuYPn26SKLRxSLrVmMfPXpEUlISUVFRXL9+nV69emFmZoahoaHwa+nRo4cwJoyLixPxtLqVXSsrKzw8PBg6dGixK+seHh6ChDA0NMTa2hpTU1P279/PgwcP6N27t/AwMDU15dixY3h5eYnJ9Js3bzA3Ny9EBr569YpVq1aRkJCAiYkJxsbGpKWl8ejRIx4+fMiKFSvIyMjAwcEBd3d3srKyyMzMpE6dOly4cIGcnBzq1q2LUqnEysoKExMTrK2t8fPzE232/v37tG7dWvi31K9fX6iWHBwc8Pb2LnbltUOHDuJZpCNOq1SpgpO/D6US4ylbuyYHzp0h/50V8WfPntG0aVMeP36Mq6ureI7Z29vTtWtXDh06RF5eHpUrV6ZXr15otVpmzZqFWq1m1KhR5Obm4u3tLeKbraysxH1frVo1QWza29tTokQJvLy8MDExISMjQxDlOu+o9+Hhw4cMGDAAhUKBmZnZe/24dAbVOum/boKuUzdqtVpu3brFjh07aNy4sbgPmzf0/yJi5NHvA+jTpw9qtZq0tDRKlSqFpaUlNjY2xMTEkJGRwYgRI1ixYgVxcXHUrFmzEFH/9OlTxo0bh6urK2XLlhVlpjrVzrNnz9i2bRu9evUS5Y9RUVH06tWLbdu2fTTSdtasWSLyuzicO3cOmUyGra0tTZo0KfSsksvl2NraolQqKVGiBDKZTBDXsbGxNGjQgG7dujF27FiWL1/OgQMHuHr1Kq9evSqSRpOXl8fPP//M6tWr+fbbb2nQoAEhISGi/9OpiczMzKhSpQpr1qx5r2pj9erVeHp6EhkZKVKaPDw8iIyMxMXFBUdHR3r06FEsIfYutFotCxcuxN3Ph+Fb1zL6zMFiVVVrr13g8ev/IQjy8/MLkS0vX74kODiYwYMHM2jQIKEGHD9+fBHvmU/BnDlzKF26NK9evcLAwOCLUmZWrlwpfMvePd/58+ejVqsZPXp0sdv9+eef8fDwoG/fvv9Sus1fsXHjRgIDA//WbRaHmjVrsmTJkn90H1/xFf9p+EqMfMV/BQ4ePEiZMmU++Jndu3fj4+PDoUOHKFWqFLGxscUaQP6n4sKFC1hbW6PRaHjw4AFnz56lRYsWKJVK5HK5+G9cXBwdO3Zk3rx5nD59+qOeEfv378fNzY2GDRsyePBgQkNDhXnt3r17P7tzffToETt27GD48OE0bdqU6Oho3NzckMlkYhCoi8I0MDAgMjKS5s2bM3r0aH744YdC5R1Pnz6ld+/egpQwMTHBysoKQ0NDYYS5ceNGqlSpgq2tLf369SvkW/EuKleujEwmK0KKaLVajh49KsiE4OBgAgICePHiBVqtli5duhAQEEDLli1F0kJGRganTp36rOvypfhrCY6fn59IaJHJZJibm1O7dm02b97M8OHDsba2ZsKECTx+/Jjhw4djZWWFvb29ON7p06cX611x4MAB7L09SenVhe5rFzPxzCHGHNlN3yVzia1RXZBeZmZmREZGMnToUH755ZdiJ4xz584VSSzZ2dkolUqMjY2ZOHFisStMixcvxs7OTiT25Ofn4+fnV6h87OnTpxw9epR58+bxzTffkJSUhFwuF9fBwcGB3r17U7FiRSpXriwigP+nbEGfi0ebftZErF3LEGFqbG5ujqOjI2vXrmXGjBkkJCSI8hVbW1vGjh37RUTI+zB16lT09PRYtGgRnp6ehRKnfv31V8LCwoiJicHa2poWLVrg6urK+fPnOXLkiPAQ8vX1xc/Pj5kzZ5Kbm0tBQQFDhgzB3t6e1atXo9Fo0Gg0dOzYkSlTpqBQKFAqlWg0GurUqUPDhg0F2aRTfeiuhU4tolvlvHLlCjY2Nmi1Wrp27SoUGX/1rXj16hXOzs6C0DExMRHqrbNnz+Lt7f3ea/Lnn3+SmZkpFC0GBgZER0czYcIELl68yLVr15gzZw6pqano6enh4OBAkyZNqFevHgqFgl69enHw4EEMDQ3ZtWsX27dvJzU1FblcTsOGDZk0aRK2trZMmjQJmUzG8+fPkcvlNGvWrMix5ObmolQq8fT0FCbM75a56FRtISEh7yWqg4KCiI2NpVmzZqhUKmJjY/H398fKygpHR0dWrVpFjRo1CAkJKdRX6fYFMGTIEPT19UVpXalSpWjXrh1hYWHitzIzM8PHx4dWrVqxYMECjh07hrW19Ufb4KlTp8S+GjduXGy6WE5ODmFhYdy8eZNdu3bRsmVLjI2NsbW1xczMTJRnvVs+4epsRcG9Dp9NjEwcUY26detibW1N7969OXr06HtT316/fk1ycjJJSUlFSPOtW7eK9mdra0uVKlUICwvDwsKC2NhY+vXrx86dO99rZP0+TJ8+nVatWhX73u7du/Hw8EBfX58tW7aIZ4exsTEzZsxg4sSJ2NnZ0ahRIzw8PDh37hzPnj3jwoUL7Nq1i4ULFwpFTO3atYmIiMDZ2VkYx6rVaqpXr06rVq0YMGAAM2bMYPPmzZw+fZp79+6h1WrJz8/nt99+Y+PGjYwYMYK0tDQRla2vr4+bmxuNGzdm1KhRDB48mKZNm2JoaIhcLqd+/fq0b98eOzs72rVrJzxlzpw5wzfffIOjoyNBQUGMHDnyvf5eD1+9JOfc0Y+WnOX8fJy7L5/z8uVLwsLCRMz6y5cvWbx4MVFRUejp6VG3bl1+/PHHL37m3r59G41GI8pGFQrFZ6UI6lBQUIC/v7/orx4+fEhqaiolS5bk9OnTxX5HlzzzOWavnwKdp9aaNWv+1u0Wh0mTJn2QCPyKr/i/iK/EyFf8V2DOnDk0btz4g59JSEgQ5qz5+fnk5OSg0Wjo0qVLseUK/0nYt28ftra2zJ49m+bNm+Ps7Iy1tTV16tRh//79YmBw9+5dduzYwYgRI2jQoAG+vr6YmZkRGhpKRkYGEydOZP/+/Tx9+pTXr1+TnZ2NlZUVJUqUQKPR0Lp1a3bv3v2P1aXC2wnupk2bhNFiuXLlhGnqu8SJbjBtbm6OgYEB+vr6ODo68v3336NSqViyZAnx8fFiuz///DNZWVkoFAoaNGjAoUOHxHUZNWoU+vr6hRJnbt68yYgRI/Dz88PLy4shQ4Zw/fp1nj17hqWlJQ8ePKBZs2Z4eXkJubokSSiVys9K3Pm7kJ+fz44dO2jSpAnm5uYYGxsTEhJCQkJCoRKczp07U7JkSSIiIrhw4QLBwcG0atUKe3t7atasSVhYWJFB0+v8fDZfv/TBwWqrnLFMmTGdFStW0K9fP5GIpJOXt2zZkokTJzJv3jw6dOiAkZERTk5ODBkyhG7dutGuXbsPnt/atWuxsbFh8+bN7Nu3j5YtW4pJi5OTk2jHDRs2ZMiQIYwbNw6lUkndunWJj48Xk58TJ07g6urKpUuXxERekiRSa5X47InYHz+1wsTEWBgWK5VK4TtiamqKTCZjwIAB/8j98ubNG/T19VGr1UybNo1SpUrRqlUrZsyYgVqtZvDgwTg6OrJixQrgbdSuRqNhz5497N+/HysrKxQKBRkZGSQkJGBnZ8e3334rFF9GRkZUrlyZu3fvUrp0aQwNDRk2bBjz588nJiZGrC7r7r+srCzS0tJQKBTExcUREhIiSo3s7e0JDw8nLi6OOXPmiBXw4tIm+vfvT9WqVXnz5g316tUT5EiVKlXo0qULDRo0KPT527dvs2DBAho2bCjIns6dO9OrVy/s7OwEMaZWq1Gr1cJ8MyUlhfT0dDw8PEhOThZ+Qm3btkVPTw8nJydKly5NTk5OocnQzz//jKurK3Z2drRv357w8PAihp8FBQXUr18fMzMzhgwZQtWqVXF3d8fc3FyUS+iIgObNmxMYGFhsBGiJEiXYsmULarWan376iUqVKuHv74+1tTW1atUSap6WLVvy/fffC5JbT09PtPnw8HD09PQYO3Ys69evJzQ0FHNzc5HcZGpqyrhx4zh06BATJ06kbt262NraIkkSaWlpTJ06lXPnzhVLgF+4cIESJUrw5MkThg0bhlqtplq1avTu3Zv09HQiIiKws7Mr5E2luy/eLb3UtYd3yZF9mxt/1r2ovd+R+vWqYG9vT7Vq1Yot1/sr8vLyqFOnDtWrVyc3N5c7d+5Qq1Yt0b+Ym5sTGhqKj48PSqWS3r17f1JU6/swZcqUIulBjx8/plWrVjg7O7Np0yZkMploH3Z2dsTHx4t+avPmzWg0Gtq0aYNarf6kKPaCggK8vb2ZPXs269evZ+rUqfTt25fmzZsTHx9PQEAASqUSExMT3NzciI6OJjU1lU6dOjFq1CiWLFnCzp076dmzpzBM1pl669RMkZGRtGzZkjFjxrBixQpq166Nh4cHP/zwQ6Hj2LNnj1is0cXE6sp13hQUMOfiqU82KZ7+ywmqJSYKYq1Vq1aoVCri4+NZtmwZy5Ytw9XV9bPVse+ifv369OjRQ/zb3d29iO/Yp2Lp0qVERkaya9cunJ2d6dChQyF17LuYM2fO35Y881esXr2a0NDQf4si+pdffsHZ2fm/Rn39FV/xd+ArMfIV/xXo0aMH33777Xvf/+mnn7CzsytSw3n37l0yMjJwdHRkyZIl/5EPeJ08ecKECaSmpqJSqfD09KRWrVqfdLzPnz/n8OHDTJ06VZgZ6iTyenp6BAcHC1Lg34U2bdoUuwqr1WpZs2YNrq6uqNVqDA0NxcTJ2Ni40MDaxMQEIyMjIiMjadSoEcOGDWPr1q1cvXqVcePG4eHhQVhYGI0aNUKlUpGQkEBubi4rVqygevXqKJVKWrZsyYEDB4pcx7i4OJycnMRkODg4mKysLNRqtfBG+LvqgT8ErVbLyZMn6dKlC/b29oSFhTF+/HiGDRuGi4uLkIDr0oiWL18uSnB018vY2JjJkydz6NAhBg4cKCZVOgPivIIClv527pMGq/N+PU1ufuGyocePH7Nq1Spq1aqFSqUSaS4KhQJLS0sx4J45c6YoXdBqtdy4cYMdO3YwYcIEWrduTWxsrEhO8fPzo3nz5tjb29O/f3+uXLlSaOKm1WoFqVauXLkiK7uhoaG0bt2a6Oho/P39MTU1Zcea1C+S78eUdRBKoRMnTlC1alX09fWxsLD4x+MKZTIZ+/fvx8nJib59+2JjY4NMJmPXrl34+voW8uaAtwa3Go2GJUuWsHz5cuzt7SlXrhwRERFs2rSJjIwMlEolpUqVonTp0pQuXZqAgAAUCgWenp7o6elRtmxZli9fLgb1r1+/xsTEhM6dOxMcHIxcLsfd3R1LS0u6du3K/v37adGihVBxCCIqNZWVK1cWMuQ8ePAgtra24jWdUqxr166Ym5tjbm6OtbU17du3p2vXrpQuXVoka0yfPp0zZ86wbt06OnToQMmSJZHJZJQuXRorKytsbW2xtLQkOTmZCRMmEBYWhrGxMdu2bePly5csWrSIyMhIMenTpRQVhxs3bqBUKjE0NOTHH3/EysqqUFx5z549KVOmDBYWFkRGRmJiYkL9+vVFopVOvaNLLurbty/+/v5FosOdnJy4fv06WVlZdOjQgatXr4pSSTs7Ow4dOsSlS5cYMWIEZcqUwdramnr16iFJEq1bt8bX11co70qVKoWvry9z5szh1atX4lkqSRIxMTFYWlpSrVo1Jk6cyOXLl7G2tmbMmDE0a9YMDw8PrK2tSUpKomfPnkyePFmkt5mZmeHk5FSoLE2XyhUeHk6zZs2oX7++mES/m+xiYWGBh4cHPXv2pEGDBsIfytjYmNAgO17davfJ9+Hxvf3Izc3lp59+Er4gNWvWLDZ6VYd79+6xfPlySpQogbm5uSh78vPzY9euXYWUJBcuXKB169YoFApatWpVrDrmY5g4cWIhAnjDhg04OTnRpk0bnjx5wq+//iquj5+fH9bW1kX63bNnz+Lq6kqLFi2El9WH+vlz587h5OT0UWXnixcvuHTpEj/88AOLFy+me/fulC9fHnt7ewwMDER/YWlpiaOjIyqVCkmS8Pb2Ji0tjTZt2lC/fn1iYmKwt7cX/a+Pjw+DBg1i3bp1/Prrr+Tn55Obmyv6BJlMRt26dZm/e/tnx1rHt8kQ7a1u3bpF1Gddu3alevXqX1QysnHjRjw9PQuRF6VLl+bYsWOfvS3d9VUqlVhbW7+3XygoKKB37954eHh8Ufv6GAoKCggICGDjxo1/+7aLg1arxdHR8ZP83b7iK/6v4Csx8hX/FUhJSRErp8UhPT2dIUOGvPd9ncN2hQoVOH/+/D9xiJ8NrVbLt99+i7W1NYGBgbi7uzN+/HiePHnCixcviIiIoG/fvp+0rT///JNJkyYRHR0t1AZpaWnMmzePrl27UqlSJVQqFba2tlStWpWePXuyfPlyYbj4d2LLli24uLgUMX47ffo0lSpVws7ODoVCgYWFBYGBgXz//fdotVpmzpxJRkYGubm5JCUlUaNGDSwsLKhYsSLe3t5iIqObxFpYWGBhYSEGomq1GgsLC2JiYli0aFGxMunjx4/ToEED9PX1MTMzw8vLi9atW/PmzRs8PT2pV68eWq2WunXrflJ04Zfi999/57vvvsPf3x83Nzf69u1baCDVu3dvNBoNZ86cee828vLyqFChglhJ9/DwwNjYGI1GQ+XKlVGr1ZQtW5Zhq5Z81mB16x+XgLeTjqlTp1KuXDmsra3JzMwUpVcFBQVcunQJf39/ypUrh4GBASqVSpRQGRkZYWlpSXBwMM2bN2fixIns3LmTmzdvsmfPHjQaDZs2bWLt2rWEhIQUaYPLli1Do9EQFhZWrNprypQpmJubc/jwYeCtd8CD3zp+ETHSvUOkUAu5uLjg5OREaGgo3t7eZGVl/W3+MsXB1dWVK1eusGLFCoyMjAgODiYlJQWZTPZeBc7Zs2dxdnZm+PDhDBs2jODgYEaPHo21tTWTJk1i9uzZWFlZYWVlJe4PExMT+vfvz5o1a7C3t2fgwIGFVDD6+vriPG/dusW8efNITEzE2NgYAwMDypUrh6GhIfr6+jg4OGBsbCzams7QtUGDBqjVaiZPniwmem5ubpw/f75QVLMkSSIqtHr16kyaNIlvvvlGGD3Gx8czfPhwjh07Jo4pNzeX7777DqVSiaurKwYGBpiZmSGTyShXrhwqlYpq1aoRFhbG4MGDiYuLY9euXR+89vHx8ZiYmJCWlkZCQgJLly4F3pZLuLu7U6lSJaGyMTc3p2XLlkydOpVXr15hbGxcpF0MHjwYHx+fQqlGKpWK+/fvc+fOHVQqFR4eHigUCurWrYunp2eRWM9r166RmJgoJosuLi5isj937twi98nPP/+Mubm5WLlftGgRtWrVQqFQYGhoSMmSJYmLiyMwMFCQkroYcJ1XlJGREYmJiUyZMoULFy7w66+/MmXKFHx8fAoRYbpkJBcXF2xtbTE3NycoKAgXFxccHByYPHkye/bsISUlBWdnZ3bu3Amvf4IHXT96Dy6dlYCl5dv45GnTpvHmzRuaNGlCjRo18Pb2JigoiOnTp/Pbb7+xYsUKsrOzBXFWrVo1kcxkZGREhw4dPtin3b17l4EDB2JjY0ONGjVEBPKnYOzYsXTs2JE7d+6QlpaGl5eXUFVcvHhRkIfOzs5EREQwZcqUYrdz+/ZtIiIiSE5OplSpUjRo0OC96oMBAwbQqVOnjx7bnTt3WLJkCc2bN8fJyQlnZ2cyMjJYunSpMA3XarXcvXtX9MXly5enUqVKIpXJ3t4elUolPM58fHwEGe7s7IxarcbIyAhvb29q167NwIEDmTNnDv3796ff1k+PtNb99d2xVjwTijPNz8vLIzo6mqFDh37S76PD06dPcXZ2LvIMqFKlCtu3b/+sbcHb9KWQkBBKlSpF2bJli/3My5cvqV+//t+aPPNXLFu2jIiIiH/rAl96ejqTJ0/+t+3vK77ifxtfiZGv+K+Av7//e2s5dat/7674FYc3b94wceJE1Go13bt3L1YG/u/CnTt3CA8Px8jIiLJly7J27doicv27d+/i6enJzJkz37uNqVOnUr58eRQKBXXq1CEsLIzQ0NBiVyu0Wi2///4769evZ+DAgdSqVUuYqkZFRZGdnc3MmTM5ceLER41O34cHDx7g6OhYKHHk5s2bZGRkIJfL0Wg0gpDYvHlzoQ5+y5YtonRm1KhRZGdnY2pqWmQQ8Pr1a44fP07i/y/D1XlEvGsuqls11snpIyIicHJywtraWqyy6+vrM2rUKLRaLa9fv0ZPT0+U4jx8+BBnZ2e2bNnyRdehODx69IiZM2cSFxeHSqWidevW7N+/v9hBfHp6OsbGxh9MFbh37x5yuZy7d+8yffp01Go1jo6O9OzZkzp16rz1AJBZ8d2xPZ83YD17iDqNGyKXy0lLS2PDhg08e/aM8+fPs2rVKuH9EhwcLGI6bWxs6NSpExMnTmTatGmMGTOGrKwskfrh4OBAtWrV6NGjB4sXL2bx4sXY2NiwYsUKSpcuzapVq8R56XwfPDw83ntPL168GAMDA3755RdOnDjBypUreXq98xcRI93alcHExEQk9ui8Gjp16kSJEiUoWbIks2bNYvPmzRw8eJBz587xxx9/8OzZs395gKojjuzt7VmxYgWxsbE4ODhQokQJ/P3931vLf+PGDYKCgmjTpg0tWrSgevXqnD9/Hl9fX/T19UU0r729PY6Ojnh5eWFlZcXSpUu5efMmsbGxxMfHc/fuXVHSUxzy8/OZNm2aICR15EiNGjU4efKkSEixtLTE0tISa2trHB0dUavVlC5dGiMjI9zc3FAqlaSmpmJsbEzfvn2xs7PD0tJSJNm4uLgwYMCA9z6T8/PzRYmRl5eXMOQ0NTXF2NgYDw8PmjVrhpubm4iXfd9zE95OYlUqFRYWFiQnJ+Pr60taWhqrVq0SBpQVKlSgZcuWADg7OxMTE8PWrVv55Zdf8PLyKna7w4cPx9PTU6x8m5mZ8eLFC16+fImdnR36+vps3boVeEvmtWjRAi8vL44ePYpWq2XRokXieaZUKrGxsRFlfhUrVmT+/PkcPXqUjRs3MnnyZGrWrIm1tTVmZmbY2NhgbGyMnZ0dbm5ugrzSPQ/t7OyoWbMms2fP5tKlS9y7d4/Ro0ejVqsFAfPX8ph3lXvu7u4EBQVRtWpVrl+/Lp5bWq2W/v37C3PcRo0a8ejRo/+5KG9uwJOcYu+9OxezeP5gG82aNRUTZD09PWQyGZ07d8bR0ZEFCxaQmJiIpaUlenp6uLu706NHD44dO8aDBw9o1KgR7u7uaDQaypQpQ/ny5T+pb3/58iXTp0/H29ub0qVLs3Tp0o+SoCNHjqR69erY2tryzTffCDLj7NmzIkXN1NSUtLQ0YmJiPkjQ6CbS4eHh1K5dm9KlSxd7v/v7+wv131+/v337drp16yaUXsnJyUyePJmLFy9+8Nl09OhR7O3tBSmn1Wo5cOAALVq0QKFQUK1aNaZMmcKePXtYvnw5GRkZWFpa4u3tTdmyZXFycsLIyEh4gqlsbT6bFNH9TZgxje7duzNw4MBij/XGjRvY2dl9lOh8F+3atSMjI6PI66mpqYIA/RRotVomTZqEWq1mxowZ5OXlFSLDdLh79y6RkZHUr1//H1Oa5ufn4+vr+0XEzr8CHdn6FV/x/wq+EiNf8R+P/Px8TE1N32uU9s0339ChQ4dP3t7t27dp2rQpTk5OrFix4t/Kvl+8eJGWLVtiaGiIo6Mj+/fv/+Dnf/31V+zs7MRg+v79+8yYMYPKlSuLievatWtZvXo1dnZ29O7d+7PidOEtCbB7927Gjh1LkyZNCAwMxNTUlMDAQJo2bcrYsWPZs2fPJ5mW1a9fX6xuPX/+nIEDB2JlZYWdnR0mJiY4OzuzatWqYq/52bNnKVmyJPBWBlutWjXMzMwKDXJfvXrFypUr8fPzQ19fn/r16xMUFCTURI8fP2b06NE4OTnh5OQkVBS6tJ+/roCq1WpKlSpFaGgoBgYGrFy5kmvXrqHVavnhhx+wt7f/l+LqXr9+zbp166hTpw4ymYw6deqwdu3ajxJP5cuXx9LS8oOfGTlyJE2bNgXervJ36dJFrOpWrFiRRYsWcfiPK180WO09K4f27dsTFBSEm5sbJiYmlChRgpo1a9KzZ0/mz5/PsWPHePr0KY6OjtStW/e9x6krA1q/fj3ffvst9erVw8fHBxMTEwwNDfH398fW1patW7dy584dKlWqhJWVFbdv3+b58+f89NNPbNiwgQkTJtCpUyeSk5NFeYGJiQnBwcHUqlWLa2c6fhEx0iYjUpQG9O7dm0WLFjFlyhSGDRtG165d8fPzE6bHkZGR+Pn54eDgII5BqVTi7u5OSEgIcXFxJCcn07RpU9q3b0+/fv0YPXo0M2fOZOXKlezYsYOjR49y8eJFDh8+LGIxb9++jVarpXXr1tjY2BAVFcWAAQNwcXF5r8LtyZMnVKlShUqVKuHt7Y1Go8HQ0BAHBwf09PSoU6cOBQUFvHnzhhUrVlCyZEkMDQ2pVKkSDx48oEePHjg5OfH9999jZmZW7D5++uknFAoFpqamVK5cGT8/P1G6YWdnh6enJ9nZ2XTt2hWNRkN4eDjGxsaCmJTJZGISpYuL9vb2pmPHjnTu3BlbW1saN27MtGnTiIuLw8HBgUGDBhUqzzlw4AChoaH4+/tTqVIl5HI51atXJyQkBF9fX8zNzVm3bh1yuRxLS0sqVqxISkoKXbt2fW+brFWrFsOHDyckJIR9+/ZRv359QQokJCTw+++/07RpU+FZVa1aNRwcHPjll1/Es+l9GDt2LO7u7vz222/o6elx5MgR0V4cHBzYu3dvoc+vWLEClUqFi4uLKG8wMDCgZ8+ewrBVJpOJUgh9fX2sra0JCAjAzc0Ne3t7kVTj4+ND3bp1GTBgAHFxcQwZMoS8vDzu3LnDtGnTqFy5slDaFOcTolN+6bxnSpYsSXZ2NgsWLGDIkCE4ODhgbm7OsGHDxPG/efOGQYMGiW2+dwKbf5e7f6xlaN8Y+nYtS+2kkvz88/94OeXl5YkkpXePyc7OjuHDh3Py5EkuX75Mjx49UKvVREZGYmdnR/Xq1bG2tmbVqlXk5+eTkZFBTEzMRxNmdCgoKGDDhg3Exsbi4uLC2LFji/3u9evX8fHxQaPRFIrL3r9/P0ZGRsjlckxMTGjUqBHm5uYiyedj++7Xrx+urq506tQJBwcHoYKDwmU0BQUFnDhxgu+++46KFStiaWlJTEwMAwcO5ODBg58VX1u2bNli46nhbb89f/584uLihHHz6dOnBQnl6ekpypsePHjATz/9xPrvd3wxMfLny4+TWDt37sTe3v69xuvv4uDBg9jb2xdLqrdp0+a9Kp6/4s8//yQhIYEyZcoUSm2aO3cuFSpUEP/+5Zdf8PDwoE+fPv9oSsyCBQuIiYn5t5eD3759G4VC8Y8qJ7/iK/6T8JUY+Yr/eFy+fBkXF5di33vy5AkqlYqrV69+9nb37dtHYGAglStX/qRBzJdCq9Wya9cuatSogbW1NTY2NjRp0uSTO5pt27ZhZWVFVFSUqOdduXIlL1684Pnz57Rp0wY3N7dCxqP/KnJzczl+/DgzZ84kKyuLqKgoLC0tcXNzo1atWgwaNIj169dz/fp10VEvXboUX19fnj17xpw5c7C1tcXW1hYjIyNsbW1ZuHDhBwcODx8+RC6XA3Dp0iXc3NxwcXHhypUrHD9+nOzsbKytrfHy8sLW1paLFy9y9OhR3NzcCl3LY8eO0bhxYywsLHByckKlUpGdnY2zszMJCQk4OjqybNkyEhMTCQ8Pp3r16iLWVKcc0JkMWlhYYGVlRa1atejRowdLly7lt99+++DgRLf61qZNG6ytrYmNjWXGjBmf5Ybv4eGBr6/ve98vKCjA2dmZ9u3bExUVhVKpJCQkhPj4eKZNm4ZGo6Ffv35s+4jh6vv+Wk8dJwxxe/fu/d5VsNzcXCwsLFCpVJ8dpfjixQsWLVokknfs7OyEMsHCwgIzMzOxUl21alWysrIYNWoUI0eOxMbGhk2bNuHp6fk/berlts8mRV7ezEapMBW/98SJE4scp1arZfTo0Tg6OnLixIlC7+Xl5XH//n1+++03fvzxR3bv3s3atWuZO3cu48ePZ9CgQXTu3JmMjAxq165NpUqVKF26NDY2NmJSamBggI2NDWq1GjMzM+Li4vD29kYulxMbG4uFhQWdOnVi3rx5rFu3jj179nDw4EHGjh1LhQoVMDIyEkacLi4uqNVqxo4dS0BAACkpKYVk9Js2bcLGxgYjIyO6du3KokWL0Gg0xSqz1q1bh4mJCZ6enlSoUIHVq1cTGBhIcHAwUVFR+Pn50bJlS0JDQwtNYqtXr06dOnXECr+RkRGBgYFERUXh6+tLuXLlhClm69atSU5ORqlUMmTIEI4dO0abNm1QKBTUrFmTqKgorKysUCqVlClThmnTpgkVlVarZe3atVhZWaHRaChfvrzwGAoJCcHIyIgmTZqwc+fOQmq8H374AVdXV3Jzc+nUqRMNGzbE1dVVGIheuvS2lCwkJISjR48Cb70ODA0NefnyJWPHjv2o0fDkyZNxdnYWRIOVlRUnTpxgypQp+Pn5sWzZMkaOHCme3e+StTrFRFpaGlZWVnTv3l0QQ4GBgZiYmGBjY4Otra0obalZsybly5cnLy+PixcvsnHjRsqXL0+ZMmUIDw8Xxte6e/qv0d1BQUFMnTq10GQyLy+Po0ePMmrUKGrWrIlKpcLd3Z2SJUuip6dHmTJlWLJkCeHh4cTHx3Pjxg12796NjY0Nc+fOLfY+SkhIEHG2nTp14sqVK8ydO5f09HSh+qhTp47wBdN5Tunr6xMfH8/p06fJz89nwIAB4nc3MDAgOztbHHtBQQGZmZlERkZ+tun6sWPHqF+/PiqViu7du/PHH39QUFBATk4OarWaSpUqFTLzXLNmTaHY6rVr1+Lj40NUVNRn7XfhwoVoNBoGDhyIRqMRSSYdO3akcuXKpKamYm1tja+vL+3bt2fDhg1fbCi/aNEiSpcu/UmT+MuXL9OvXz+cnZ0JDQ1l0qRJLFy4EHt7ezp27CgWq168yftiYuTa3U8zw/3222+JiYn5YArfq1ev8Pf3Z/ny5cW+37t37w+WXOuwYcMG7Ozs6NOnT5H95eXl4e7uzr59+0TyTHHt/e9EXl4enp6e/4iZ66cgMDCwEGH3FV/xfxlfiZGv+I/Hli1bqFKlSrHvjR49mrS0tC/e9ps3bxg3bhxqtZpevXqJiLq/A7m5ucyZM4egoCD8/f3p168fjo6OjBgx4qOs/5MnT4SEWCaTER4ejlKpLLR6fPz4cby9vWnSpMkHSy7+LuTn53Px4kWWLVtGjx49qFq1KjY2NlhbW4uUi2bNmuHp6Sn8JhQKBVOnTv0kEkir1QqFyJs3bzA1NcXR0REPDw88PDwYPHgwPXv2xMvLS9Tx169fn3HjxvH69WsWL15M2bJlcXV1ZeTIkWKgvH79euHAL5fLWbNmDVqtloMHDxIUFASAqampWEkqKCjgwoULLFy4kM6dO6NQKLC3t8fW1lYQJzqFga2tLUFBQSQlJZGRkUHNmjVxcnLCz8+PYcOGce3atS+61hYWFlSvXr3I9Tl//jzffvstHh4eGBoa0rJlS7Zu3crr168JDg5m06ZNnDt3jiVLlhASEkKzUd9+0WC1Zc4YcZ4KhYLg4GBq1qxJmzZtGDBgANOmTRNy/rJly5KVlVVsHXx+fj6///47P/zwA3PnzqV///40adKEmJgYYX6r+6/OiLdSpUqMGjWKnj17Ur9+fWGuGhAQQKNGjShVqhTNmzfnxo0blCxZkl27dpGbm8vhQ9vJu9Pxs4iRRdNr0LhxY+RyOWXLlkVfXx8nJyemTZtWJA1hzZo1aDQa1q1b90W/Kbwl/+rVq0dAQABnz54lIyODSZMmMXHiRBwcHNi4cSPbt29nxYoV1K9fH5lMRtWqVTE1NSUuLo6IiAhsbGyER465ublQCel+Lzc3NxISEkhNTSUkJAQLCwsaN25MTk4OixcvZuPGjdSuXVsQfzVq1MDAwICUlBQePXqEVqtlyJAhItXm8ePHWFlZcenSJfT09MjOzqZixYoi9cPY2JigoCBSUlKQy+XIZDJBiiQmJjJy5Ei++eYbrK2tsbS0pGXLloLgGTFiBElJScJzyMLCgiZNmlC+fHlR2mFtbU3//v3f+2xeuXIlenp6KJVK2rdvz/379zl06BChoaGMGzeO0NBQnJyc6NmzJ+fPn6d06dIsWbKEAwcO4OPjg4WFBe7u7pQrV46kpCTs7e05evSoKIOBtyoQU1NTALKysoqY4sLb58aNGzc4ePAgo0aNQiaTifhrOzs7zMzMsLa2xtzcnDJlyhAXFyfafWpqKnPmzKFKlSqCoDEyMkImk1G9enXi4+OJi4vjxx9/5Pnz59y6dUso2mJiYkQKje46+Pr6otFoMDIyEgoR3fV0cXGhefPmHD16lO3btxMTE8PUqVOpUaMGVlZWREdHM2zYME6fPl2onyooKODcuXPk5OTg7+8v2pylpSXt27fn1KlT5OfnixX0vn37Fvr+qlWrUKlUqNVqkUBmZ2dH/fr1ycnJ4fz584U+r9Vq2bx5MwYGBoXKbHTqtfbt2+Pm5sayZcto3LgxCoWCFi1acPLkSQoKCsjKyiI8PLxwWc8n4urVq3Tq1AmZTIaNjQ1BQUGcP3+egQMH0q9fPwAmTJiAsbEx1tbWwkx13rx5uLq6Urt27c/e54EDB7CxsRHqQoVCgYGBAVWqVGHu3LnvLav7HDx//hwnJycOHDjwWd/TJabpDHaTk5OpUKECXl5eYkFm1sWTn93PjDy2B2cXF77//vuPHkNBQQEJCQl07979vZ8ZNGgQSUlJ7x1fjRo1ii5durz3+8+fP6d169a4ubl9UM07c+ZM/P39sbGxKVQ2/E9h1qxZhVQq/2506dKFwYMH/6/t/yu+4t+Jr8TIV/zHY9y4ccWu0OXl5eHk5MSPP/74L+/j1q1bNGzYEBcXF1avXv0vyRVv377NwIEDsbW1pVq1amzbto2tW7ei0Wjeu5IBb2vOlyxZQnJyMjKZjKSkJBYtWiRWhsaNG4e/vz/3799nyJAhaDQali1b9sXH+XdAq9Vy8+ZN/Pz8UKlUheJTnZ2dadWqFVOnTuXIkSPvLYV6F15eXkyYMIEaNWoIrwQdkTR8+HBKlCghSJFr166hVCrp2bMn9vb2VKhQgTVr1hQiYQ4fPoxarSYwMJAqVaowfPhwvLy8KFWqFHPmzEGtVrNu3Tr09PTeq4q4dOkSarWas2fPAm8HaJcvX2bp0qW0a9eOgIAAkYjw7kqsiYkJGo2GgIAAqlevTufOnZkzZw7nzp37YPzrixcvMDQ0pFOnTmi1Wo4fP84333yDp6cntra2VK9eHXd3d+Lj42nYsKHwpdClQchkMqysrDAwMCCpS/YXESOpg3qL89DJ9HXGjcbGxqIM5q9+BPr6+hgZGYkJn56enpg8lChRgtjYWJo2bcqwYcPYsmWLIK+mTp0qJpHFlRnl5uby448/Mn78eExMTIQhrE7Ro6+vj4mJCd3alfpkUuTPn1vSqmUaeXl5GBkZ8erVK27cuEFkZKQoy6hcuTJTp04VaSPHjh3DwcGBsWPHfvYzYu/evbi4uNC+fXvhTdCtWzdatGiBjY0NP//8c5HvrFy5EoVCQWxsLPr6+nh4eDBx4sRCkaM//PADRkZGODs7Y2lpiYWFBaNHjxYlQZmZmcjlcry9valTpw7VqlUjMjISFxcXoVDQ/XYGBgaC1PDw8CAtLY3w8HDMzc1FGyhXrhy1atWiatWqop1ZWlri6+vL6tWrxT1jY2PDhAkTqF69OlZWVlhaWlKvXj06duxIdHQ0crmc+vXrs2zZMh4+fMjSpUuFckNHPCYmJtKyZUtiYmKwtramc+fOQtGhgy7md+3atWRlZaHRaISptQ5nz56lW7duyOVyzMzMCAoKwtHRkcmTJ2NgYEDr1q3Zvn07ZcuWZc2aNSiVSpycnMT3Z82ahZmZGVevXiUsLIwuXbowaNAgMjIyqFixIp6ensLfw9XVFWNjY2FKbGxszLp163j69Cm///479erVE9fdxsYGKysrHBwciI+Pp0GDBkiSJFQmM2bMYMmSJTRu3Bg7OzuR0KPRaIiKisLAwICOHTuSlZWFp6dnoXtV97vKZDLi4+NZuHBhkdXvTZs2kZCQUOg+27p1K+3bt8fDwwMnJycyMzNZt26dKGm8desWVatWxcLCgrZt29KiRQtkMhlmZmZYWFiQkJBAnz598Pf3p1q1akyaNIl69eoVIlLs7e0/6oOhQ8eOHWnevDllypQpUgqZlJTE8ePH0Wq13Llzh6FDh+Lk5ERUVBSLFy8mOzub0qVLf9R/7K948+YNI0aMQKVSUbNmTRwcHKhYsSINGjQQZqiWlpaoVCqio6NFDKyNjQ0zZ84kOjr6k/bz+vVr9u7dS9++fSlbtqy4fyMiIggICMDU1PSzj/1D6NevX5G47M/Fo0ePmDp1KmXKlEGlUmFpaUmzZs3YdvGnz+5nlp88zLZt23BycqJdu3YfHSPcv38fFxcX1q5dW+S98+fPF5sC9C5mz55Nenp6se996kJTQUEBPXv2xNDQkCVLlnzweP8OvH79GldX188ms/5ObNmyhdjY2P+1/X/FV/w78ZUY+Yr/eLRp06ZYifuCBQuoWLHi37qvPXv24O/vT9WqVQvVlX4Kzpw5Q/PmzVEoFGRmZgp1x8yZM7G1tS22Y3v+/DkrVqwQq0QJCQnMmzfvvatc6enpyGQyypcv/7esIP2ruHPnDtHR0ejp6WFoaIipqSn9+/fnzp077Nu3j4kTJ9K8eXNCQ0MxMzPDz8+PBg0aMHLkSHbs2MG9e/fQarX8+OOPtGvXTiRzzJ8/n+TkZGJiYpg3bx7Dhg3D29tbkCJHjx7Fz88PExMTMjMzBWnxLnbs2IFSqcTFxYV27doJwqSgoIDNmzdTrVo1TE1Nsbe3x9nZ+YPnOW/ePEqWLMnLly958eIFixcvJiEhAblcTpMmTdi+fXuhqNrff/+dlStX0rt3b2rXrk2pUqVwcHDAzMxMTFiMjY1Rq9X4+PgQHR1NcnIyzZo1o0GDBkKCr0sF0ZFE/v7+BAQEYGBggK+vr/AXkMlkuLq60q1bN2bPns2hQ4d4+PAhvz97/EXESFiNamIi06ZNG3r16kX16tVxc3MrFOupm6BYWloKc906deqQmppK7dq1SUxMJCYmhsDAQFxdXdFoNFhaWgofir8SK5IkYW5ujoeHB6GhoVSoUIE6deoIpUpiYiIJCQmcOXOGx48fc/78eUxNTQuRNMMHRH+UFLl5vgUb102nXLlywiBWh3cN97755huxSlquXDnGjx/P4cOHCQgIoG3btp+khMrLy6N3797Y2dkViZBt164d5ubmRVYnL1++zKBBg/D29sbJyQlzc3O6du2Km5sbQ4YMERPKEydOYGRkRHx8PHl5eWzfvl2sNv/2229ie8+ePaNNmza4uLgU8oC4cuUKfn5+WFhY0KtXL0Hs2djYCB8YnQnou6SXjY2NMBPVpUXp2qm5uTn29vbY2dmJsojs7GwMDQ2JiYnBwcEBKysrypUrR9WqVXF1dRWqFysrK6ZMmcLs2bOxsbEhNjaW5s2bExISgpmZmfC+CAsLY/ny5ezduxcnJydGjRollIPnzp0jPj4ePT09li9fLq6VLirX3NyckJAQZDIZLi4umJub8/333/PkyRMsLCxYvXo1iYmJIo0nNjYWa2trJEkSsbZJSUn07t2bGTNmsH37di5evMjFixepWLEikZGRHDlyhPT0dAwMDIiLixNGlTrCwszMjMTERPbs2cOxY8fYuHEjY8aMoXTp0oIY0ZGrVapUEd4zhw8f5vjx48yYMUMofTQaDZ6enigUCkFkBgYGUr58eTQaDUqlksjISMaMGVOk5HTNmjUkJycX2261Wi0XLlxgzJgxwtMiKCgIKysrsrOzOX/+PGq1mvPnz/PmzRvmzZuHs7Mztra2ODg4iLZkZGSEq6srMpmM2rVr4+vrW2wCyftw8uRJzMzMcHd3Z968ecJDR5fWY2JigqurKxMmTODx48e8efOG1atXU6FCBezs7ChbtqxYUPgUnD59mlKlSlG5cmWuXLkCvJ2c6spddOSz7nzs7e3Zu3cv9erVo2fPnvz66694eHi895qeO3eO8ePHCzVo6dKl6dmzp1C+PXr0iCpVquDp6UlQUBDe3t5/S6nvtWvXUKlUHyQOPhfnzp2jbdu2b/t+K0u+3bf1k/uYEcf24O7jTYsWLbh48SKNGjXC29v7oyUbR44cQaPRcPnyZfFaQUEBUVFRH01PWbt2bZH2np+fz9ChQz9poSk3N5f69esTGRnJyJEjC5GK/xSmTp1K1apV//H9fAjPnz/HwsLifzWw4Cu+4t+Fr8TIV/zHo0KFCkWcuLVaLYGBgX9raogOeXl5Iv6yb9++H1zFKCgoYOPGjVSsWBEHBweGDh0qvBa0Wi29e/fGy8urEMny8uVLVq9eTf369ZHL5cTHxzNr1qwPrgxptVrmz5+PWq0mICCAhg0b/ttNuN7Fy5cvGTp0qDDK0ykcPnStXr9+zenTp5k7dy4dO3akbNmyYlKr81YIDw8XSTG6VbSEhAR8fHy4evUqixYtIiIiQkyQ3pdUtGrVKhQKBdbW1sXK3nUYP368UBukpqZy4MCBYq/rmzdviIuLw8fHR7j2L1q06IOlV69fv+batWscPHiQFStWMG7cOLp160aDBg2IiIgQnhq6wb1upfddkkAnhdcpNJycnHBzcyM8PJzly5dz9uxZXr58ibe3t/BDeBdarZY5F099FikyYPdGDN4hGiwtLQkMDKRmzZp07NiR8ePHs2rVKsaNG4dGoyEzM1OsHuq+Y2VlRcmSJWnQoAE5OTkcOnSo2InJzp07sba2platWoSFheHp6YlMJsPX15ekpKRCpIparRaeFe8jVXQr5BlNoji6s0kRQuTRlTZMH5eAm6sNcrmcpUuX0rlzZwwMDIoMio8cOYKLi4tIsNqwYQPNmjVDpVJRunRpvL29iY2N/WCt/+XLlwkPDychIaGIie+VK1eQy+VUrlwZeJtsMHnyZCIjI9FoNLRr144jR46g1Wr5+eefcXNz45tvviEwMJDs7Gy2bNmCsbEx5cuXL7TdU6dOCZLqr9d869atODo60qFDB3Gvbt++HVNT00IKA516ROdj4evriyRJHDhwgIKCAl68eIGfnx+LFi0S7ezly5dcu3aNPn36YGxsTIkSJRg/fjwzZsygU6dOqNVq2rVrR6NGjUSJT3GKI51xq4uLC87OzhgbG1OmTBnatWtHeno6VapUwd7eXnzHxcVFmDzrlDRarRYXFxfc3d2pWLEi2dnZmJmZ4eLiwvLly5k6dSpRUVGFlDD6+vqYmpri5+dHyZIlRfliVlYWXbt2RS6Xc/bsWYyNjYXB9cOHD9m3bx/p6emYmpri4eEhyD9DQ0MRJ6sjE+VyOQ0aNKBChQriuePh4UG1atXo0KGDUH20a9eO7t27s2DBApRKJbVr1xZRyfb29gQFBWFtbS2IFmdnZ9LT00lMTOTbb78F3k5a/fz8eP36NVu3bqVly5YiLei7777j119/Zfny5R80Ttbh8ePHNGjQADs7O1FuVKJECSIiIlCr1dSoUUNEhsfFxWFvb09oaCgrVqwQ5UE6Ysjd3R2VSsWaNWs+Gmt6+vRp/Pz8sLW1Zdy4cYSFhdG8eXN+++03WrVqJZ6LuhhZExMTUlJSOHTokCAh2rZti4mJCXK5nPXr17+333z16hV9+/ZFo9EwZ86cIp/7888/sbW1RSaTYWBggKmpKSVLlqRt27asWbMGb29vXr58ybNnzwp59vz5558sXLiQpk2b4uDggJubG61atWLFihXvJWvy8vJQKpV4eHgwfPhwNBoN27Zt++jv9CGkpqYyYMCAf2kbf8WpU6cIDw/Hw8MDEU7LmgABAABJREFUuVyOS1BJhh7e+dE+ZvxPR6jRtBGpqam0b98etVrNhAkTWLZsGba2tvTp0+eDJvKTJk0iJCREKO9ycnKIjIz8qG/KDz/8QLly5cS/r127Rrly5ShfvvxHCaO/Js+8evUKJycnjh079hlX7POQm5uLk5NTsX37vxtxcXFFiP2v+Ir/i/hKjHzFfzwcHByKeDVs27aNgICAf5QcuHHjBvXr18fNza3IgOr58+dMnjyZEiVKUKpUKRYuXFioI3/16hUNGzYkMjKSu3fv8urVK9avX0+jRo1QKBRUrFiRadOmfVLe/YMHD6hXrx4lS5bk9OnTvHjxgrJly9KnT59/5Lw/hIKCAhYuXIi1tbWIggwPD//kBIDXr1+zevVq4SvQrFkzlixZwooVK+jbt6+YGMvlcnx9fYWPQpMmTbC1taVixYqsW7eOMWPGUL9+/WL3MXv2bBQKBQqFgo0bN37weH777TckSeLQoUNMmDCBEiVKEBoayty5c3n58iWnTp2iS5cuYqCvVCqZP38+Dx484OzZs2zdupVZs2YxaNAgMjMzSUxMJCQkRBhcOjs7ExERQe3atWnfvj3Dhw9n4cKFfP/996xfv55u3boRGhqKsbExlpaWwrdBX1+fyMhIqlatSlxcHMHBwTg7OxeaTBoaGgpFjJmZGZmZmUyaNIkjR46IAWNBQQFt+/Zi9JmDn0yMNOneGWNjY4yMjPD398fa2ppvvvlGRJDqoDMWfRe6if3w4cNJTEzExcVFKImMjIwwNzcnMDCQxo0bk5mZiUwmE5L1K1eucOTIERwdHYmKiiI9Pb1QydHs2bMLpYEUFBQwatQo4Tvg7e2NJEnUq1ePmjVrEhMTQ5VKpWlQN4CGdX2Ii3bE1NTgvYSKzoDVx8eHuLg4ateuTdOmTfH09KREiRLMmzeP06dPc+/ePbZv307Lli0xMzPD1NSULl26FPL/0Wq1zJs3Twz4//qcunfvHt7e3jRu3JiIiAhq1KghJs2bN28u1mDw1q1bhISEkJ6ejqenJ4aGhvj6+hY7gfj9999FdO5fyco7d+5QuXJlVCoVvr6+heKudRO+8uXL4+3tjbm5OZIk4ejoSEBAgNhGdnb2eyX5Wq0WOzs7unXrhlqtpnnz5owYMYLk5GR69eqFg4MD4eHhNG7cGI1GQ8uWLdmwYQO9e/cmJCQEKysrgoODCQwMFGUmdnZ2WFlZkZSURGZmJmlpafj6+mJqalrI90d3X+g8hf76npWVFSVKlBDnlpWVRXZ2Nv7+/nTp0gVra2vkcjleXl7MmzePa9eu4evrS0BAAB4eHjRo0ACZTEaVKlVwcHDA0tISpVKJQqGgffv2TJkyhZEjRyKTyYTKREf26Exus7OzWbNmDY0aNaJ169aFrp0ucluj0VC1alXhbaRL1NLd/3K5HE9PTxITEwv9/mfPnsXe3p5Xr15x7949lEploe2/efOGXbt2kZWVhZ2dHc7OzgQGBnLu3Ln39qU6s1pdvPiYMWNISkp6G9OqUglyIj4+nhkzZvDHH3+Qn5/P8uXLKVmyJBYWFuK3iI+PZ8WKFcjlcqpVqyZI0MzMTBYuXCj6ea1Wy4QJE1Cr1SxYsIBx48ZhamrKgAEDCh3nvXv36NChg4htDw4OFs9RR0dHRo8ezYMHD3j8+DHx8fEYGxvj5+fHtGnTCq1+Hzx4EF9fX1JSUgolIsHb58yOHTtwc3PD0dERIyMjmjVrxnfffYdcLkcul2NhYSHKKp4/f46ZmRlt27YlMDAQhUJBSkoKOTk5XLp06ZPGLOfOncPZ2ZmxY8dib2/P1KlTsbOzY8yYMV805tm3bx/Ozs6fVM76KXj69CmdOnXCxsaGqVOnCkWZJEnYlfCk09I57+1f5l86w58vnvHy5UtSU1OJjIxk3759VKpUiYCAAFavXk2NGjUICQkpVgkKb9tH/fr1adWqFX/88QfW1tbvTe96F+8m3+mMp0eOHPlRQkXnm9O7d+9Cn508eTJJSUmfceU+DxMmTPhHt/85+Pbbb4v091/xFf8X8ZUY+Yr/aDx79gwzM7MiHVelSpWEc/s/jZ07d+Lr60tiYiL79u0TRoIpKSkitu5dPHjwgNjYWGrXrs2aNWto2rQpSqWS2NhYpkyZIvwKPnXfTk5OdOzYsZAHxt27d/Hy8mL69Ol/23l+DHv37qVEiRKiDKJkyZLExMR8dFCh1Wo5efIkHTp0EOkR8+bNK1aWOXnyZNq2bStKdHQTVl1kaKlSpUhPT0elUjF9+vQihMyoUaNQKBTY2dlx8uTJj57TgAEDMDAwEIaaubm5jB49GmdnZ7GCHBoaSkJCAuXKlRNeHjKZDH9/f6pUqUJ6ejp9+vQhJyeH9evXc+LECf7880/y8/N58eIFJ0+eZPHixfTr14/k5GScnJwKGUtWrFiRkSNHsm/fPu7du8fo0aMxMjIqtpxq8eLFVKpUiXv37rFlyxaGDh2Kn58fdnZ2why2ODVFVL1ajDp94KOkSPPBfWnWrBn16tXD0tKSFy9ecPnyZTp37oxKpaJOnTqizYeFhRUxnsvLy8PLy4sdO3aI1968ecOpU6eYOnUqDRo0wM3NDSMjI/T19bG3t8fMzAwDAwMcHR2pWLEiLi4uJCUlERISQkJCAi9evBAKsXdXTdu1a4eenh4DBgygRIkSyOVyjhw5It6/fPkyoaGhlChRAmdnZ44cOULZsmXZsWMHv//+OwqFgh07dhAYGIi+vj5ubm5CAaUrCbGyshITu/f5qeiMIXUKAGdnZ2xsbFAqlWRmZop2cfr0aR4/fszTp09FSZTOp2DBggWfRC7eu3cPR0dHoXSIjIx8bz38gwcPUKvVODs78+uvvzJ79mzq1auHQqHAy8sLX1/fQqkf3bp1IycnB2dnZ3r06EFeXp4ogdFNylu0aMHUqVNxcXF5b7nfxYsXcXZ2RqvVcuPGDZKSkoTSp02bNsyfP5/Q0FDKlStX7D16584dFi5cSKNGjdBoNLi6uhIaGopcLhdkYHJyMmZmZlSoUIGQkBDxns6nRmd8qjOjdXJyQqPRYG5uTlBQECYmJlSuXJlKlSoRGhoqorv/+jvrFF26a2RlZYVCoaBq1aqUKVMGY2NjNBoNarVaKEZMTU0xMDAgICAAExMT4uLihC/Khg0b0Gg0HDx4kHv37qFWq9myZQtt2rQhIiJCKCvMzMxE2ZHu2ukIxoULFwJvvVXmz59f5PpVrlyZ+fPnU1BQILxzikN+fj69evXCz88PJycnfH196dOnDydPnkSr1fL06VMaNWqETCYjLCwMuVyOv78/bdu2ZdmyZYJAuHv3Lra2tvTu3ZsGDRqgUqkIDg6mV69e9OjRQ5BHuus3depUkT6Wn58vvIPq1KmDjY0NDg4OQlmxdetWDh48iK2tLXK5/L2T36dPn9K9e3dBlCUmJlKqVCmMjY0xNjYmKSmJH374gf79++Ps7Ey1atVQqVRkZWXRtGlT7O3tWbVqVbHb7tOnD5IkCc+YMmXK8Mcff2BjY8Px48dp0KABPj4+mJubi2QpMzMz2rdvz5EjR74o5rR///5iErpp0yY0Gg2TJk0iODiY9PT0j8a9v4v8/HxCQ0P/Fj8MrVbLihUrcHR0pHnz5kIde+XKFUxNTcVvPHjwYEpXqsA3c6YyaNNKsmZNpsPU8cxdv6YQOVNQUED//v1xc3Pj7NmzrFq1CldXV+rVq8eoUaNQq9WMGDGiWE+up0+f4uPjQ0hIyCcrYW7cuIGdnR0NGjTAz8/vk8YIuqSl4uKNc3NzcXBw+KTtfC5evHiBvb39P7LtL8GRI0cKkeNf8RX/V/GVGPmK/2j8+OOPIjnk3dccHR0/KLX8u7F//36CgoLQ09MjIiLivQO0Cxcu4OTkREBAACqViqioKCZMmMDNmzc/a3+5ubl06dIFR0fHImVEOvz666/F+hb83bh48SKxsbHCTLNy5crs2LEDtVpdREXwLu7cucPYsWMJCgrCzc2NAQMGiJrt92HlypWEhobi6OiIoaEh+vr6QiXw/PlzDh8+TMuWLbG1taVMmTKYmZnh5eVFvXr1iIuLw9zcHB8fH+FFooNWq+X+/fucOXOGLVu2MHPmTAYOHCjSMBQKhTCd1NfXx8bGhjJlyhAUFISZmRnh4eFMmDCBixcv0qNHD+Lj4wsRQnfv3mXfvn1Mnz6dTp06Ua1aNVxdXfn/2HvvqCiydnt4d6CbnDNIzpIUEAOYEAMYMAEi5jCKIopxzDqGMQ0GzDkDYlbELCrmhCAiElRykhwauvv5/vB2XRlQcd6Z37z3W+y1atF0V50651R11zn77Gc/0tLSZGVlRc7OzmRmZkYyMjLUtWtX2rlz5zdl1FOnTmUyYEjqXlhYSI8fPyZLS0saOXIkTZ48mTw9PcnMzIwAkLq6OnXq1IkCAgJo0aJFtHnzZurVqxepq6vT0KFDSUdHhwzs29KUfduaJUTmnz5K05ctpjVr1lD79u1p8ODBTcxAKyoqKDw8nCwsLMjW1pbk5OSancxHRUVRu3btvkmYJScnk6amJi1fvpxRXWhpaZGamhq5urqSm5sbSUtLk5ubG6OekazOz5o1i3bs2EGOjo7E4XDo1KlTREQ0fPhw0tPTY84hyYBhYmJC/fr1Y/p61apVNGPGDCIicnJyolu3blF4eDj5+vqSi4sLde/enXbu3EkaGho0cuRI2rRpE40bN46cnJwYv5e2bdtSaGgorVu3jrZv306bN2+mIUOGMF4HX6dElUySvkWsSD4zMTEhR0dH6t69Ow0ZMoR++eUXWrJkCUOqvHz5kt69e0edO3dmQjMsLS1p7Nix5ODg0GSVu66ujm7evEnBwcEM+SFJ9yovL8+kf5UQDXJycpSYmEhEX8gXT09P6tGjB02YMIE6dOhALBaLxo4dS7NnzyY2m02urq5069atZlevd+7cSX379qWJEyeSsrIy9e/fn4yMjMjLy4t4PB4pKCjQvn37mmQgyc/Pp0ePHlFkZCStW7eOgoKCyMvLi0xMTBp57UgULiwWi9zc3GjLli2UnZ1NIpGIjI2NycjIiEn3bG9vT4sXLyYZGRkm1S2LxSI5OTmaNGkS7dmzhxYuXEgWTo7kt3geTdrxB03evZmGL1tA4+fNpo4dO5K6ujpzPkl4m5ycHElJSZGJiQnZ2dmRgYFBI3UKh8NhlEydOnWivn37kr+/P02ePJn69OlDPB6PLC0tSVpamng8XhPfHgCkoaFBo0ePpvj4eBKLxeTv70+LFi2iNm3a0IwZM8jBwYGePn3apP9jYmLIwcGBxGIx6erqfjdEYM+ePTRhwgQSiUR07949CggIYFQgEr+fCRMmUHR09HfVjZcvXyZDQ0PG4+P+/fs0c+ZM5t7T0tIid3d3Mjc3Z4jE5giD2NhY0tDQoH79+lFgYCBpaWkRi8WiTp06MWlrv0c01NXV0cKFC5nwwwkTJlBISAhjDqujo0Oenp5kYmJCW7Zs+RL+oa9M+7f7UfmnhSQuCSUqmUVUupqo+hJFntjF1FdiKL5lyxbq2rUreXt7k7u7OxNqNm3aNPrll1/I2NiYFBUVaenSpd812f4WxGIxWVtbN/LaSEhIIAMDA1q0aBENHTqUOnXq1OIFln379lGXLl3+Y3VtWloa9enTh9q2bdvIE0kkEpGfnx8NGjSIOnbsSHw+nwQCARUVFZG/vz9ZWFjQrVu36OTJk+Tp6Umqqqo0ZcoUevLkCVMniXrj8uXLVF1dTUuXLiU1NTWaM2cOubu7U5cuXRp5ikjwxx9/EIfDaZJG/VuIjY0lADRt2rQWqWcOHjxImpqajXyZ/ozNmzfT4MGDW3T+n8GGDRv+UnajfwoNDQ2krKz8Uwt7rWjF/0W0EiOt+K/GiRMnmsRAS8w7/2k0NDRQZGQkderUiYyNjSksLIzevHlDw4YNIxMTE7p06RKz340bN8jHx4dZed60adNfNjl7/fo12dnZ0ZAhQ35oGPfgwQNSV1f/WzLz/BnFxcUUGBjImOh16NCB0tLSqK6ujmxtbZtdrRQIBHT27FkaOHAgKSkp0ZgxY+j27ds/VJXk5uYygyEej0dt2rShnJwc0tDQoPbt2zfat1OnTnTmzBn68OEDNTQ00LNnz6hDhw7E5XJJXl6eCb/R1tZmVoqlpKRIWVmZ2rZtS71796Zx48bR/PnzicVikampKbFYLPLy8qLo6Ogmq3Hl5eW0bds2srCwIBsbG5oxYwYZGBiQq6srdenShZHfd+zYkcaNG0fr16+nAwcO0JIlS6hbt26kpKREvr6+FBER8U0/irKyMnr16hWdPXuWLC0tSV5envr3789I0SUpOGVkZCg0NJS2b99OMTExdOLECbKysmoy6N2yZQuZmZlRfn4+DRkypFG2HI8B3vQk+wMNCplKS3aF0+BRI5kJqyTLyNehB0ZGRtSlSxcaNWoU/f7773T16lWaNGkS6ejokKamJi1evLgR8ScWi6lDhw50/PjxJu1MS0sjfX19Onr0KDU0NDDSaYlhbVRUFM2ZM4e5DywtLcnQ0JBkZGTIx8eHFi9eTPLy8sRms5msNBIjTS6XS9u2bSNfX1/S0NAgNTU1WrVqVaN779WrV2RsbExisZhWrlxJISEhtHTpUlq2bBkJhUIKCwsjNTU1WrhwIfXu3ZtcXFwYfyBJGIKZmRlZWFhQnz59yMDAgOTl5alDhw5kaWnJpKj9/PkzvXjxgqZNm8YoERQUFMjCwoKcnJwoPj6eoqOjacmSJUyaUYnZsJ2dHRkZGX3XqFaS7YTNZpOSkhITRiAJuZKSkiJVVVXGuFVCwmzbto3S0tLIxcWF+Hw+/fbbb3T58mWysbEhdXV12rBhAwmFQhIKhWRra0ssFosUFBTIz8+Phg4dSkpKSjRx4kTau3cvWVlZUfv27enEiRNUX19P+fn5TJpaTU1NWrt2LeXk5FBZWRmTKnvYsGHk7u5OMjIy5OzsTD179iQLCwuSlpZm/C+GDh1KoaGhtHXrVjp//jxjtEv0JSPGunXrmJAzifGvjIwM6evrk4yMDDk5OVFDQwOFh4dTmzZtiMvlkqGhIfn6+pKMjAypqqoyE3ZlbS2asmfrNxVUa+7F0u97dxGXyyV/f3+m/21tbenx48dMWmwbGxuaN28eKSkpkZaWFo0aNYo2btxIvXr1YrKjdOzYkQkTNDAwIA6H00jZ0tymq6tLDg4O1LVrVzIzMyNHR0eaOHEiWVpaEgD69ddfKTIykq5evUqPHj2ilJQUysnJIQsLC7p58ya1b9/+mx4IdXV1NHPmTHJxcSEPDw+Sl5cnR0dH6tKlC8nJyVHfvn3J0tKS2rRpQyEhIXTv3r3v/o4HBQVRYGAg87/EKHzWrFmkpaXFhN+Ympoy3kXHjh0joVBIAoGAZs+eTfr6+swkNDw8nHR1deny5ctMZh4Oh0MKCgrk6elJK1eupNu3bzNhg19DKBTSkiVLSFZWlvh8Ps2cOZOioqLI1dWV+T6xWCyKOjqbxCVzv2nSXJc7nWZOadfomkjITMnvzJ+fg0KhkNzc3MjMzIxMTExo27Zt3/Wi+jMSExMZxdXXyM3NJRcXFwoICKAlS5ZQmzZtfkgIlJeXk7a2drMEWktRV1dHK1asIDU1NVq/fn2TML/Zs2eTm5sb1dbWkkAgaDIWOX36NGlra1NoaCjV1NTQx48fmZTzbdu2pY0bN1J+fj49ePCAdHR0aPPmzSQWiyk9PZ0GDRpEJiYmjD/Ozp07mX75/Pkz6ejo0JIlS8jCwuK7Xk8CgYDJXsflcpu9Z76GSCSiRYsWkbGxcbPZwr5GdXU1aWtrU0JCwnf3+xlUVlaSpqYmQ1b/t8DHx4dRrLWiFf9/RSsx0or/aixbtqyRl4bEWf176dT+U5SWltKGDRvIwMCA3Nzc6PTp001WfmJiYhgjTDU1NTI1NSU5OTnat2/fXz6vSCSisLAwUldXp4MHD7Z4hef06dPN+rD8VUhM6CSr3NbW1vTy5Uvm83nz5tHgwYMb1e/ly5cUEhJCGhoa1K1bNzp48OAPQwPEYjE9fPiQRowYQcrKyvTLL7/QmDFjiMPhUH5+/pcJtqsrmVhb0bnYGNq9Zw+NHz+eFBQUqEOHDgSg0SBXS0uLhg4dSjNmzKBff/2VQkNDaezYsdSrVy9mAtu5c2caMmQIdevWjckQs2vXLjI3N2cmELW1tZSQkECRkZG0fPly8vf3JwcHB2bypq6uzpilrlu3jvLy8kgsFtP79+9p3bp15OrqSqqqqjRmzBg6f/481dTUUE1NDb19+5ZiYmJo+/btNGfOHBo6dCi1b9+eVFRUSFZWltq2bUv9+/cnFRUVMjIyorNnzzLhF0REv/zyC61YsaJRH06fPp1WrlzZ6L0jR46Qvr4+k4Hi8ePHTLYLAOTi4kJERKNGjWJCscrLy2nq1Kmkp6dHFy9epOLiYurSpQu1bduWxo4dS927dyczMzNSVlZmiBOJSaa8vDxxOBzGhyAmJobOnj1LhoaGjUimT58+kZGREe3atYuIiFG1NHefv379mjQ1NSk+Pp6WL1/OhDVJrrlEzv/q1Svas2cPaWtrk7m5ObNSzGKxSFFRkfEqWbNmDUVHR1NCQgLp6+tTcnIyJSQkkJGREf3yyy+0fft25tyZmZnUp08fcnBwoLlz55Kamhrt2bOHqadAIKDp06eTqakpvXz5kp4/f042NjZkbW1NPj4+jKRcco9oa2szE2NpaWnS0NCgX375ha5du0Z5eXmkrKz83e9JREQEqaurU2RkJE2dOpU6depEp06doo0bN1L79u2Jw+Ew31WJqkuSsUOiXPiWSa1EYaGmpkZ9+vQhbW1tMjAwoBUrVpC2tjazr7a2Nk2ePJkhGs+dO0cikYjOnTvHpBXl8Xjk4eFBcnJyFBISQmPHjmUyKAFfMt107NiR8QZwcXEhZWVlmjdvXoszhohEIurUqROjOImMjGS8PCT3I/Alq4umpiZDIunr6zP9oqam9oU0tTCjFXExLfLd6e4/jGbOnMmQIhJSRkFBgaZMmUJXr14lPp9Penp6dOTIEdq1axe5urqStLQ0GRgY0OjRo2np0qXk5+fHZOHhcDhkZa5G2zcNoZP7fGjXpp40c0o7aqOnQHw+n9atW0fp6en04sULunXrFk2ZMoW6du1KmzdvpuDgYCZspF27dtSrVy9ydnYmc3Nz0tTUZNR2PB6PdHR0yNnZmXr06EHu7u7k6OjIeGUoKyuToaEhLVy4kPbu3Uvt2rWjDh060IsXL6ihoYExMF2xYgXZ2dmRtrY2BQUF0c2bN5soN6qrq8nS0pJOnjxJ8fHxJC8vTz4+PmRqakpXrlwhoi/PlmvXrjF1lxBbmpqa1K9fPyoqKiKRSETz588nCwuLJgrDAQMG0ObNmxl/JldXV5KVlaXOnTvT/Pnz6dKlS41CvEQiUSOCxMXFhTQ0NKhdu3YUNMGxxam9581wYvqTz+dTUlIShYaGUkBAQLP3aWhoKK1fv57i4+NpyJAhpK6uTgsXLmyi7GoOS5cupdDQ0GY/q66upmHDhlGXLl2YdPMnT578Zllz586lcePG/fCc38KNGzfIwsKCfHx8mlWHbt68maysrH6YUrioqIj8/PzIwsKCHjx4QERfrs2dO3dozJgxpKSkRIMGDaLdu3dT27ZtacqUKQwBExsbSxYWFuTu7k62trbUt29fys7OpgkTJlBQUBARfXk2Dh8+nHJzc2nYsGGNxkJv376l9u3bU//+/amgoIB0dHS+q+Ctra0lf39/6tSpU6O06N/Dxo0bafjw4S3atyVYs2YNk2Xrvwnbt2+nMWPG/NvVaEUr/lG0EiOt+K+Gv78/HTlyhPk/JCSE5syZ84+c6/379zR9+nRSUVGhkSNHNlllEYlEdP/+fQoODiYdHR2ys7Oj3r17k4yMDCkoKFB8fPxfPnd2djb16tWLOnXq1Kxk9EfYvHkzWVtb0+fPn/9yHcRiMe3du5fxWdDX16fbt2832ufevXuko6NDhYWFVFhYSGFhYeTg4ECGhoa0dOnSFtW9rq6O9u/fT3Z2dqSjo0OBgYG0YsUKcnV1ZVZQO3h60OgNv9GaxzeZycn6Z3E0eet6Ghs8jdq3b98oJCEsLOy750xJSaE5c+YwKgdJ+k+JsaSamhqpq6uTrq4uY9A3ePBgWrhwIR05coSePn3aiOhJTU2l3r17E5vNJktLSyYbxcCBAyk0NJQWLFjAmO9qa2sTn88nMzMz8vT0pMmTJ9PatWspIiKCHj9+TIWFhY3IATU1tSaDj/LyclJWVm40oGtoaCAtLa1GGY/OnTtHWlpaTUK9QkNDafjw4dS1a1fy8fEhoi8hD2PHjm20361bt8jExIQCAwMpLy+Phg0bRn369Gm0wlZdXU3y8vJ07do12rZtG/3yyy/UrVs30tDQYFbiJZtE/dOuXTtSUFCgPn360IULFyghIYHU1NS+uxrn5+dHa9eupenTp9PQoUOZiW90dDStWbOGBg0axPRtmzZtGBPITp06UXZ2NuXl5VFcXBzt3buX5s6dS4MGDSJra2tis9mkrKxMHh4epKCgQGZmZrRw4UJKS0trlHL52LFjpKWlRWPGjCFbW1vy8fGhoqIiZsB+4sQJkpeXJ3l5eVq/fj1FREbSUD9fUlZVJW1tbbKxsaFBgwYxkz9JaI2dnR25uLiQoaEhKSgoEIvFovPnzzdRKklWLQ0NDenly5cUHR1Nurq6tHLlSnJ3dyc+n09aWlokJyfHeP7Iy8vTwYMHm/SlSCSiZcuWMddl0KBB5OfnRzwejxwdHUlNTe1/lSp6uqSgrkZsblOjWg6H08hTRUJISCb6kr/dunUjIyMjatOmDY0bN45GjhzZ7DV+/fo147uzZ8+eZk1nv8ahQ4fIwcGBTp06RX379mVSXktCbSSmwV/fhxwOh2RlZcnU1JQhUuXk5WntnZ9ILfo8jlx7dmcIN3t7e9LQ0KAtW7YwGXskmU8MDAxozJgx5OfnR3Z2duTk5MSQAHp6ehQYGEhPHsaQuHxXs5NwYWEwvX+5mEjUmPyPjY1lMhidP3+evLy8KCUlhdq1a0cDBw5k/B4k31E1NTVycXGhrl27koODA/H5fDI3N6d+/frRhAkTaO7cudSlSxeytrYmR0dHkpKSIh0dHTI0NGQ8QeTk5EhXV5esra2pU6dO5O7uTvb29oyXhrOzMwUFBdGhQ4fo0qVLtHfvXlJRUSF9fX2Sl5enX3/9lQYOHNjkOpqYmFBycjLjIyXJimRlZUWOjo7k6OjYqD0SxMTEkJOTU6P3qqqq6MaNG7Rs2TImrbCDgwNNnz6dIiMjKTc3l7Kzs8nY2Ji5J5YsnPI/YTNN+7+5TVQ0g9JS7pCWlhb5+vrS48ePSUtL65vhRRs2bGhkVPn+/XuaNm0aqaio0Lhx4ygpKanZ48RiMVlZWX03Ze3XaobTp0+TkZFRE1NQoi/PKDU1tb8U+pCXl0cjRowgQ0NDunDhQrP7SH6P/pwC+nuIjo5mjJm/fqZUVFTQ/v37yc3NjTQ0NMjY2JhcXV2Z8YxAIKD169eTqqoqubm5kbKycqMFstraWoYY53K5zMLSjh07SF1dnXbt2sU8Y21sbL6pxCgsLKTOnTuTr6/vD1UlX6Oqqoo0NTW/eV1/BmVlZaSurk5v3779j8v6u/Hu3TvS09P7VzMitqIV/zRYRERoRSv+S+Hk5ISdO3eiQ4cOKC0thampKV6/fg19ff2/pXwiwp07dxAWFoaHDx9i8uTJCAoKgp6eHvP548ePERUVhVOnTkFZWRm+vr7w9fWFmZkZQkNDERMTA1NTU6Snp2Pbtm3o27fvT9UhOjoa06ZNw/Tp0/Hrr7+Cy+X+pbbMmjULr169QmxsLPh8/k8de/PmTfj7+6O4uBiqqqrYv38/fHx8Gu1TWVkJBwcHjBgxAsnJybhz5w4GDhyIsWPHolu3bmCz2RCLxSgpKUFOTk6TLT09HcnJySgqKgIAaGhowMzMDLq6uvj06RM+ffqEZcuX427+RzgPHfjd+l7fdQCx2/cy/x89ehSBgYGN9iksLMTJkydx8OBBZGVlwc7ODurq6igqKkJKSgoKCwuhq6sLR0dHVFZWIiEhASYmJnj//j00NDTQrl07ODo6ol27drC3tweHw0FmZiZu3ryJmzdvIiEhAdXV1QAAsVgMLpcLExMTuLi4wNzcHMbGxsymq6sLNpv9w+tARODxeFi1ahXmz5/PvL99+3bExcUhKiqq0TWbP38+nj17BgC4ffs2/Pz8cPnyZbi4uDTqBysrKyQmJjL3NQAkJCTAz88PKSkpjepQXV2NxYsXIzIyEps3b8b58+eRl5eHixcvQk5ODhcuXMDmzZtx69atJvUXiUS4fPkywsLC8PLlS9TW1mLAgAGIjY2FjIwMxGIxKisr0dDQAACQlZWFiooKdHR0YGxsDCsrK7Rr1w4uLi6orKyEm5sbampqUFdXh4kTJ0JVVRUxMTG4fv06tLW1kZmZCSsrK/D5fIhEIggEAkhJScHQ0BCurq7MZm9vDykpKQDAxYsX8dtvv2HlypX4/fff8fz5c1hZWaGoqAj5+fkwNjaGhYUFLCwsoKOjg9jYWKSkpKBDhw548OABxGIx5syZg2fPnuF+fDwMXZ3QbkBfGDnagc3hgAVAS1oOCVeuY/ui5aiurAQAmJubIzY2Fnl5eXj9+jVev36NJ0+e4MWLF5CSkgIRwcLCAn369MHgwYOxceNGFBUVYdKkSTh//jwuXLgAaWlp8Pl8CIVCdO/eHX369EHPnj1RWVkJHx8fBAYG4siRI9i4cSNGjRrFXJfw8HDMmzcPCgoKYLPZaGhoQGVlJYgIQ4cOhZSiPAYFT0W2qA4izpf7tL62Din3H+L+iVNIf/aS+V3i8Xior68Hh8MBl8uFmZkZRCIRqqqqUFBQgNra2ib3BYvFAo/HA4/Hg4yMDOTl5aGgoABlZWWoqqqCiJCQkIDKykqMHj0aI0aMgIyMDHJycpCUlIQ3b97gxYsXePXqFXOtpaWloaSkhLKyMkhLS8PCwgJsNhsvXrwAAAQEBODgwYNQUVHB58+fwWKxIBaLAQDOA/phxJql3/0u/hkvLl/F8QXLweFwYGRkhIqKChQVFYHNZkNNTQ19+vTBgwcPkJ2dDRaLxdyL7u7uGDlyJAICAiAtLQ0Is4DKnQDVfP+ELCVAcTrA0QAAvHv3Dt7e3khLS8PatWvx+fNnbNiwAQKBAIsXL8bx48cRHByM8vJyxMXF4fnz5+DxeHB2dsaiRYvQuXNnyMnJNTrFokWLEB0dDWlpaRw9ehT29vbMZ0SEqqoqlJWVoby8HOXl5Y1eZ2Zm4tmzZ0hOTkZpaSk0NDSgoKCArKwsVFdXQ0pKCg0NDVBQUICqqiqUlJSgrKwMJSUl3Lt3D/Ly8hAIBLCzs8PTp0/h5eWFc+fOQSgUMr8L3t7eGDBgAHr06AFpaWmIRCKYmZkhKiqq0W/c16ivr8eLFy9w79493L17F7du3YJAIICsrCwqKyvBZrOxdW1XTJvo8FPXP/JsGsbPuI2lS5fi2LFjWLhwIUaMGNHsvidOnMCFCxcQERHR6P2SkhLs2rUL4eHhcHR0xOzZs+Hh4QEWiwUASEpKgre3Nz58+MC89y0cOXIEc+bMwfbt2xEeHg5lZWUcO3YMCgoKAIBBgwahc+fOjZ4jP4JIJMLOnTuxYsUKTJw4EYsXL25yzwDA/fv3MWTIEFy9ehXt2rVrcfkAUFRUhOnTpyMhIQEHDx5Ep06dGn2empqKAwcOIDw8HCKRCAsWLEBISAiUlZWRm5uL2bNn49SpU1BSUkKvXr2wY8cOTJw4ETExMaivrwcAjPtlMmRMDSBvbABjK0vI8PlQl5aFjbIGRnsPxOpVq9C1a9dG55V8v/z8/PDbb7+16Hn9NdatW4dXr17h5MmTP3Xcn7FixQqkp6fjyJEj/1E5/wSICEZGRoiNjYW1tfW/XZ1WtOIfQSsx0or/WhARFBUVkZWVBWVlZaxduxYpKSk4fPjwf1y2QCDAyZMnsXnzZggEAsycOROjRo2CrKwsiAjPnz9HVFQUoqKiIC0tDT8/P/j6+qJt27YAgJqaGgQEBKCyshKnT5+GsrIyrly5guDgYDg4OCAsLAwGBgbfrUNFRQVCQkJw//59HD9+HB06dPiP2iQSieDr6wtpaWkcO3bshwMrAEhJSUH//v2Rnp4OWVlZhIWFYfLkyU32S0hIQEBAANLS0mBlZYWOHTvCwMAAxcXFjciPvLw8KCgoQE9PD7q6utDV1QURISkpCcnJyfDy8sKMGTPQuXNnsNlsEBEWL16Mixcv4ubNm3jdUIWEzwUtau+1XQdw9X/IEVtbW0RGRuLVq1c4d+4c4uPjUVBQABaLBUVFRdjZ2aFt27awtraGlZUVOBwOevbsifLycigqKqKhoQFaWlo4duwYKisr8ezZM7x69Qrp6enIz89nJnssFgtSUlIwMjJCjx494OnpiVmzZmHTpk1QVFTEtm3b8OTJE0yYMAFTp0794T3wZ5SVlUFDQwPR0dEYNGgQgC/fA1tbW4SHh6NHjx7MvhMnToSVlRUzSffy8kJkZGSjfQBgwYIFqKysxPbt2xu9LxKJoKKigszMTKipqTWpS3x8PMaPHw87OztISUkhOzsbly9fRmhoKGxtbTFz5szvtiUpKQmDBw9Geno6bGxscPjwYTg5OeHx48cYPHgwoqKi8PbtWyQmJuL9+/f49OkTCgoKUFlZifr6erBYLEgeT/r6+ujQoQMsLS2Rnp6Op0+f4vjx4xg+fDhqamrA4XBw4MABvHnzBqmpqQgJCcHjx4+ZLTMzEw4ODnB1dUW7du0QFBSEjx8/4vXr1+jXrx8SEhJgaWmJ2tpapKenIzU1tdGWlJSEiooKcLlchtTRNGiD8VvXQ8PU6Jt9UJj5EQdD5qMw8yM4HA4mT56MHTt2NNrH2NgYBw8eRGZmJqKjo3H//n1UVFQwn3O5XAiFQujq6mLSpEkYOHAgHBwcwOFwGpWTlpaGfv36oWfPnoiJicGMGTMwc+ZMTJs2DceOHYOtrS1mz56NXbt2IS4ujunbjsMGwWfBLEh9h0xNvHoLF34Pg56ODj5+/IhDhw5h0KBBWLt2LcLDw3Ho0CFkZGRg1qxZ6NKlC3bv3o3o6Ghs3boVlZWVmDRpErp06YLc3Fzk5eWhsLAQxcXF+Pz5M/O3uroaNTU1DHnxLbDZbCgpKUFTUxPa2towNDSEoaEhtLW1oa+vD2VlZQwePBilpaWQk5ODmpoaHj9+jC5duiA9PR0AMGXfNpi7On/3PH+GSCjEsq79IMViQ0VFBXl5eeDz+cxkWywWg8PhwMDAAHp6ekhMTASXy8XcuXMRGBj4hZQU1wDlvwNU8eMTAgBbE1CaB7C4qKurg5KSEmpqajB27Fh07NgRhoaGiIuLQ1xcHBITEyEWi+Hs7Ixly5bBzMwMtra2GDlyJPbu3duk6MuXL8Pf3x/29va4devWT5PpXyM7Oxtnz57FiRMn8OjRI3C5XLRp0waDBw/GokWLGhEqDx8+xNKlS2FtbY1BgwahpqYGT58+xb1796CmpgZ1dXV8+vQJAoEA9EXVDBaLBRkZGairqwP48jvcs2dPhmj5mnSR/K2srMTy5ctRVlbGkBgikQgsFlD8/heoqkj/VBvrBEI4dL+CzMwsqKur48SJE+jWrVuzz9nbt29j+fLliIuLa76sujqcOHECmzZtgpSUFGbPng0/Pz+sWrUK1dXV2LRpU4vqdO/ePQwfPhyLFy9GYmIi4uPjceHCBaSnp2PKlClITk5u8XV99uwZpkyZAjk5OezcuRM2NjbN7peSkoJu3brh6NGj6N27d4vKbg7R0dGYPn06Ro0ahZUrV0JGRqbR5yKRCLNmzcKePXvA5XIxcOBAjBs3Djdu3MDTp09RUlKCkpISVFZWoqKigrkO7qP80G/6L+DJNH99K3PzYSPkYrhXf+a9O3fuwM/PD2vXrsX48eP/UnsqKythamqKu3fvwsrK6i+V8fnzZ1hYWODRo0cwMzP7S2X805gwYQIcHR0RHBz8b1elFa34R9BKjLTivxY5OTlo3749CgoKIBAIYGxsjKtXr8LOzu4vl1lYWIhdu3Zh586dsLe3x6xZs9C7d2+wWCwkJCQgMjISUVFRYLPZDBliZ2fXaPBTUFCAAQMGwNraGnv37gWPx2M+q6urw4YNG7BlyxbMnj0boaGhzQ5M4uPjMWrUKPTq1Qt//PEH5OXl/3KbvkZtbS169uyJHj16YM2aNd/th4EDB+Lx48eQkpLCzJkz4efnh7y8vEYKjxcvXuDDhw/MIFVPT49RQOjp6TXZdHV1IS0tDYFAgMjISGzduhWlpaWYPn06xo0bB2VlZaYORIRFixbh8uXLuHnzJmqkpRD94W2L2yoWixER8ivyUtNQWFgIGRkZ1NXVQV9fH7169YK/vz/at2/PnLOqqgqZmZnIzMzE2rVrkZiYCA8PD2RmZuLDhw+oq6uDlpYWXFxc0KZNG9TX1yMjIwNPnz6FkZERevfuDWNjYxQXF+PVq1d4+fIl8vLyYGhoiA8fPmDp0qXo0aMHZGRkcODAARw9ehQ9evTAjBkz4O7u3iKi6s2bNwx54ODwZUUzLi6OGeRKyqivr4eOjg5evXqFyspK9OzZE3v27MHAgY2VNsXFxbC0tMTLly+bJWl69eqFWbNmwdvbu9n61NbWYvny5Th06BDs7OxQUVGBT58+IT4+Hqampt9tS01NDXr06IGEhATMnj0bx44dQ5s2bZCXl4clS5Zg7Nix3zy2uroaTk5OePfuHUNi5eXloaCgAOXl5czKIABGtWBpaQl9fX0cOHAADx48gJ2dHUMeVFRU4NmzZ3jy5AkeP36MK1eugM/nw83NDTExMdi9ezd8fX0b3Z9fIysrC0uXLsWhQ4cAAPJqKgg5sR+qujrf7QMAqCz5jO2jfsFY/xEoLS1Fnz59MGzYMOZze3t7DB06FA8ePMDdu3dRV1cHNpsNLS0tcDgc5ObmQlpaGvr6+sjLy4O8vDwcHBxgb28Pe3t72NnZQUNDA7m5uUhISMDy5cvB5/ORl5cHgUAAoVAIKSkpWFhYwMjICHl5eXjx4gVYLBZcBnnD77dFP2wDABQlpWCO5wCkpqbC19cXY8aMwYoVK7B161bMmzcPenp6KC8vx+vXr9GmTRum39XV1WFmZgY2mw0fHx9oaWkx6o+0tDQ0NDRATk4OYrEYVVVVUFdXZ9ojKyuLzp0748mTJ8jMzIS3tze0tbUZMqWsrAyVlZWorq5GbW0t6uvrIRQKm5Arkt8kyXDn92d3vksEfQuR85bixfXbUFRURFVVFerr66GsrIza2lq4urpCXV0d9+7dg7S0NBQUFKCkpARtbW3cvn0bLi4u2LCyFxwscn/upLLDAeku+Pz5M8zMzDBkyBCcOHECANC5c2d069YN3bp1Q4cOHVBZWYnx48cjLy8PJ06cwMSJE1FWVobXr18zxVVVVWH27Nm4du0a3NzcYGlpicWLF/90XzQHLy8v3L59GwMHDkRUVBTk5OSY+71Pnz7Ytm0bdu7ciTZt2mDZsmXo378/EhMT4e3tjWHDhiEqKgrBwcGYN28eHjx4gJUrV+Lt27cYP348ZGRkcOfOHcTHx6Oqqgo9e/aEhYUFVFRUUFlZyShaysrKkJ6ejry8PHC5XNTX1zPEFQDo68ojK3HCX2uf/x3cfZCGBQsW4Pjx4+BwOJg+fToCAwMbPcNTUlIwcOBApKamfrc8IkJsbCw2bdqEt2/foqGhAcePH4enp2eL65Seno7+/fujT58+MDU1xerVqyEjI4OwsLAmqs/mUFZWhsWLFyM6Ohrr16/HqFGjvvmsysvLQ+fOnbFs2bLv/n63FEVFRZg2bRoSExNx8OBBdOzYsck+N27cQEBAADw9PfHy5Uu8e/cOM2bMwNSpU3Ht2jVmgs5isTBkwSx0Dhj+w/OyhCKMsmoHdWlZHD58GHPnzsXJkyfh4eHxH7Vn9erVSElJwdGjR//S8YsXL0Z+fj727dv3H9Xjn0RERASjiGpFK/7/iFZipBX/dXjz5g26d+8OBQUFVFZWYs6cORAIBHj48CGuXLnyl8pMTEzE5s2bcebMGQwfPhwhISGwsbHBmzdvGDKkvr4efn5+8PPzg6OjY7ODg7dv38Lb2xtjxozB0qVLvzmAyMjIwMyZM/Hu3Tts374dvXr1AgA0NDRg5cqV2Lt3L3bv3s2oAv5OFBUVoXPnzpgzZw5GjRrFEB25ubnIzMzE/v37kZmZCQCQk5NDfX09lJSUGGJDKBQiKysLHz9+RMeOHdG/f3+sX78eERER6N69+3fPnZOTg127dmHPnj3MqkK/fv2arG4TERYuXIgrV67gxo0bUFdXx7mPKcioLPuptuY9T8DhuUugoqKCzp07Y+LEiY0IEMn24cMHVFdXw8jICMbGxoiLi4ONjQ0WLFjAhLucPXsW4eHhsLS0xJUrV2BnZ4chQ4Zg8ODBMDQ0bPb8FRUVSEhIwJo1a5CQkABNTU28e/cOxsbGsLW1RUNDA549ewZFRUWEhoYiICCgycrY17h27Rq8vLxQXFzMTNL9/Pzg5ubWaIXm0qVLWLduHY4ePQp3d3esWbOmUeiEBIsXL0ZhYSH27NnT7PmWLFkCIsKqVau+289Pnz7FuHHjUFpayoRKNacykUAgEGDgwIHQ1taGpqYmysvLsWPHDgQHB+PEiRNQVFTEtGnTMHHiRGYVWIK8vDw4OjqiqqoK1tbWcHR0hJaWFlavXg2hUIjFixfjwIEDqKyshEAgQGBgIEpLSxnFSVFRETMJ4vP5zOTUwMAAlpaWcHBwYEg/f39/jBw5EmZmZsjPz4eenh5cXV3RoUMH2NjYIDU1FREREXj58iVqamoYtUjguhVo59Xy1dLcxGSEBU6CWCyGhYUFQkJCcPv2bdy/fx/5+flgs9lQUFCAQCBAUFAQhg8fDh6Ph+joaBw/fhyDBg3CvXv38PbtW6ioqDAT/fLyctTW1jIhWAoKClBTU0NhYSEqKiogFothYGCAJUuWgMPhID8/H7/99hv69++P528SMenQzm+urDaH6GVroFwrxN27dyEUCsFms8Fms9G+fXu8ffsWpaWl8PHxQU1NDYqLi5Gdnc0ot0QiEVMOi8WCrKws5OXlIS8vDxkZGcjIyDAks1gsRnV1NTIyMlBVVQUWiwVVVVVoaWlBLBZDLBZDJBI1+7q+vh6lpaUgInA4HEZ1IBnqcKSksP7F3Ra3+WscDFmAN7fvwt3dHZmZmQgJCcHs2bORkZGBPn36YMSIEVi+fDnS0tIQHByMz58/IyUlBQ0NDbC0tMC1yM7Q0vw5pUJWHsF7xG18+PABbDYbvr6+OHr0KLKzs5v9DhIRduzYgeXLl8Pb2xsnTpxgQlsePnyIUaNGwd3dHVu2bMGqVaugpqb2U+EW38KVK1cwdOhQzJ07FxcvXoSrqyvu3r2LkJAQRERE4O7du1BRUcGiRYtw9+5dDBs2DNra2vD398fWrVvh7++P7Oxs9O/fHx06dMD27dshJSWFR48e4bfffkNCQgKmT5+OAQMGYOLEiRCJRPj8+TPy8/NhbW0NCwsLNDQ04Nq1a6irq4NIJIKsrCyUlJTA5/ORlpYGADA2VETGi3F/qY1OPU/iVWIxOnbsiFmzZkFBQQG7d+9GXFwcAgMDERQUBEtLS5SXl0NPTw9VVVUtLvvUqVMYN24cpKSkMHbsWISEhMDIyKhFx5aWlmL48OEMgXrgwAGEhYUhKCjom2MUIkJERARmz56NAQMGYO3atVBVVf3mOSorK9GtWzcMGTLkbyPSJDh16hSCg4MxevRorFy58kvI2Vd49+4d+vfvj8rKSvzyyy8oLy/HiRMnwOfzkZ2dDQCwdu+MiTtaprQBAFW+DNKPnsbxY8dw+fLlvyU0pLy8HKampnj48CHMzc1/6ljJIsaLFy++Od74b0BhYSHMzc1RXFzMhKe2ohX/f0IrMdKK/zpUV1dDRUWFmYSw2WyoqqoiMjISPXv2bHE5YrEYV65cwebNm/HmzRsEBQXhl19+QUlJCSIjIxEZGYmqqir4+vrCz88Pzs7O313Vj4uLg6+vL9avX48xY8a0qA4XL15ESEgInJ2dMX36dMyZMwfq6uo4cOAAtLW1W9yW5tpWWFjYiPT4OqQlIyMD6enpjKRZR0cH+fn5yMjIABHB2dkZq1evhrm5OXR1dZGamoqDBw/i+PHjsLCwwNixYzF8+HAoKCjA19cXBgYG35T3EhEePnyIrVu34urVqwgICMD06dO/OdAgIixYsABXr17F7t27kZ+fj7epqZDq0wWsn4zrra+txZpeg1BZUQkWi9XI1+PPm6amJlgsFqqqqqCoqIjXr19DT08Ply5dwpkzZ76oVmpqEBYWBl9fX2hpabW4HhLPBx8fH8yYMQPJycmMquTly5d4/vw5M3FzdnbGmDFj4OnpCSMjo0b3XHh4OEJDQ1FbWwuxWIycnBy0a9cOSUlJUFBQYCaAkydPhqWlJU6ePIlx48ZhzJgxTSaJpaWl6Nu3L06ePAltbe1mJ5Hx8fGIjIzEhg0bvjnRlLwWCARYvXo10tLSoKSkhMWLFzeqk2TfhoYGHDp0CGw2G/7+/qitrUVYWBj8/f0REREBf39/iMViPH36FO/fv4e5uTkcHBygqqqKvLw8nD17FvLy8uDz+bCxsYGamhouXryIXr164fHjx2hoaEBdXR2kpKSgpaWFnJwcuLi4MKqDoqIipKWlwdraGhUVFaisrERtbS0EAgHq6+shEonw58cei8UCn89nJvBfqw4kIT0cDgccDgcKGupYcDkK7D+RfT/ChiGByH+f3uS8krIBQFFRERwOB2KxGHV1daipqQGLxQKHwwGfz2fUZ/X19aipqYG8vDy0tLSgp6cHkUiEyspKFBYWIi8vj2kjj8eDlJQU7O3tUV9fj1evXoHFYsF34Rw4Df85Yrb0UzZWef/viqyOjg5KS0thYGCA3NxcVFdXg4iY+Hw+nw8pKSl07NgRZmZmaNOmDYRCIW7cuIEXL17A09MTgwcPho6ODkOy1NTU4NixY7h06RKGDx+ONm3aYPv27eBwOLC0tMSMGTPQtm1bsNlscDgc5jjJ60mTJuH27dtwcnKCuro6+Hw+du/eDTs7O3z69AmGhoYIuXASxP6xguvP2D9lFt4/eY6RI0eipqYGERERzPe3sLAQXl5eaN++PXbs2MHUc+XKlSgrK4OZiTLexDfvSfEjPEsfDjPztggICECvXr2wefNmfPr06bvHJCUlYciQIcjIyMC2bduQm5uLvXv3YufOnRg8eDCAL75Ubdq0QWho6F+qlwS1tbUwNjaGtLQ05s+fj5MnT+LmzZsYPnw4qqqq8OLFCwwbNgyqqqq4ffs2nj9/Dnl5ecaDSFdXF5WVlaisrERpaSlevHgBoVAIFRUVVFdXo7KyEmKxmFF+SEKKOnbsiPLycuTk5KC4uBhisRhSUlKwtraGp6cnOnXqBCUlJSgoKKBr167/swggi+L3E8Hl/Pz1t+gQBXvHzrh16xaEQiFYLBYmTpyIQYMGITY2Fvv374ejoyOmTZuGESNGID8/n/H8+BGWLl2K6upqzJo1C1u3bsX+/fvh6emJOXPmwNn5x2FfDQ0NmDRpEo4dO4Z9+/Zhw4YNcHd3x9atWxupWoEvPh5BQUEoLi7Gzp07m/h8NFf2gAEDYGBggN27d7dI/fizKCwsxLRp05CUlIRDhw7B1dW10ee//fYb/vjjD3Tr1g3Hjh0Dj8eDoaEh8vPzAQDBx/bAyOHn1MQPdx3C9qUroamp+be1Y8WKFfjw4QMOHjz4U8fNmzcPVVVVTUIt/xvh6OiIHTt2oHPnzv92VVrRir8drcRIK/77QA0IGDEIt+/EIb+gBjo6OtDW1sbz589b9ECurq7GkSNHsGXLFsjKymLWrFlo3749zp07h8jISJSUlGD48OHw8/ODq6tri0y2jh8/jlmzZv0luWVNTQ18fX0RExODQYMGISIi4rtxv9XV1U2MS/9MfOTn50NZWblRCMufw1ry8vIwcuRIDBs2DAcOHEBDQwM6deqEs2fPQktLC8XFxTh58iQOHTqEoqIijB49GmPGjGm00nHixAmsXr0az58/b7KKU1dXx4TLlJeXIzg4GGPHjoWSklKT9qSkpCAlJQXJyck4deoUsrKyQETQ1dWFtbU17Lp0hObAlsuHv8Zvnj4oyy+AmpoaQxB8b5L/4sULvHnzBpqamigpKYGGhgZ0dHSgqamJx48fw8TEBOrq6j8kCr5+LRKJUFdXhw8fPkBHRwc8Hq/J5/X19RAIBMxqpgQsFou5r7+ejH99X0pLSzeaAJaWloLNZkNWVhaKiorNThJLSkogFAphYGDwzUmkSCTCkydP0LVrV3C53Gb3+fq1xHTt5cuXEAqF8Pb2ZkI+2Gw2WCwWrl+/jvr6evj4+IDH44HNZuPJkyd4/vw5zMzMMHDgQGZ/ib/AgwcPIC0tjaKiItjY2MDb2xv79u3D2rVrwePxsGXLFiQnJ0NXVxcNDQ3Mqvnu3bvx5MkT7N69G0uXLmXi4kePHo3ffvsN1tbWzbYFAHx9fdGuXTvcuHED5eXlUFBQYLw9vn4sSnxqpKSkUFNTA7dAX/QJ/uWn79Mbew7hyrbdAAAVFRVYW1sjIyODUYyoqKgAAEMuiEQi2Nvbo2/fvrC1tYWFhQXMzc2hqKgI4Mv379q1azh9+jQuXrwICwsL6OvrIyYmBkpKSrh+/TqOHj2KQ4cOQVNTEzk5OSAilJWVAQAWXIyEhtHPeeAAwBqv4SjJymb+5/P5aGhogKysLNzd3WFjY4MDBw5g6tSpSEtLg6WlJQICAiASiZhNLBYjNzcXERERjLrAx8cHiYmJiIiIQKdOnTBixAhIS0tj+vTpmDx5MoyNjXHjxg1cvnwZZmZm8PT0hLKyMhoaGtDQ0AChUIiMjAycOnUKHTt2hIaGBm7evAlZWVl4enri8+fPEAqFSExMxICl82Dd9ecG9YKaGizv7o362joAgLKyMvh8PvNbIPmeSwyZATBGtwDg6qyNR1f9frq/AWDI+Fe4eDkeXC4Xw4YNQ1FREWJjY394XG5uLgwMDCAWi9GxY0ecOXOmESE/ffp0WFpaIjg4GETEkBA/u71+/Ro5OTnQ0dFhvFckISxCoRCampowMDCAgoICFBQU8ODBA5SVlUFfXx/5+fmMh1DXrl1haGgIGRkZ7Ny5Ey9evEBkZCRsbGzA5/NRV1eHQ4cO4Y8//sD79+/B4/Hg5OSEjx8/wtTUFPv370dWVhYuX76My5cvo6ysDP369YO3tzcOHjyIpKQkbNy4EcbqsXB2aBlhIcHTFwXwGHIZBgYGmD17NjQ0NLBp0yY8fPgQLBYL9vb2mDZtGoRCIXbv3o0XL15g5syZWLBgwXfVdcCX3xsbG5tGhEBFRQX279+PzZs3w8jICHPmzIG3t/d3xyvBwcFM+OvRo0exefNmlJeXIzo6GhoaGqitrcXatWuxY8cOLFq0CMHBwT80eycijB8/HkVFRTh37txfNodvKaKiojBjxgwmVE9aWhqZmZlwcXFBXFwc/vjjDzx//hxbtmxBjx49wGKxoGduhpnRP+89ZyCrgGEmbf/W+peVlcHMzAxPnjyBiYlJi47Jz8+HjY3N35pY4J/E3LlzIS8vj2XLlv3bVWlFK/52tBIjrfjvABHQkAwI7gEN7wF8mTgWFNXgxt1SKGp4Y4DP2O8WkZ2djfDwcOzfvx9ubm7w8/PDhw8fEBUVhby8PAwbNgy+vr7o0qVLix3HiQhr1qzB3r17cfnyZcZ8taUoLCzExIkTkZ2djVWrVmHTpk3IzMzEuHHjoKam1izpIRAIGpMcujro4KQOG3MpqCrzISOnCjlFG0jJ2gOs/121FolEzKSPiLB3714EBwejvr4eRkZGuHLlCkxNTREbG4tDhw7h5s2b6N+/P8aOHYsePXo0CXfJzs5G+/btERsbi/bt2zd6f9euXdi7dy/atWuH4OBg9O3bF8XFxUhJScHbt2+Zv2/fvkVxcTHMzc1haWmJDx8+ICcnB1OmTAGXy0V2djYyMzNRyRJj8LrlP9W3EqzuOwSfc/KgoaGB+fPnNzuxLysrY9QbaWlpUFBQwNixY9G+fXvIysoy+54/fx75+fmYMWPGN8mB772OjY1FeHg4Lly4AHl5+W/uW1NTg6ioKOzYsQMikQjt2rUDh8PBlStXUFtbi3bt2sHBwQFnz55FWFgYhg4dyqw8Hj16lCGhwsLCmiULy8vLYWZmhocPH/7QxM3a2honT56Eo6Pjd/f7+PEjnJ2dkZ+fD7FYzPgJSDLoEBEmT56MjIwMXL58uVHI0NOnT9GxY0dcvHgRXl5eTcqePXs2wsLCGFJJVVUVgwYNwqJFi7B8+XLs3LmTCdM4fPgwo0iShADExMRg7NixOHXqFLp164aVK1ciLy8PO3fu/GZ7pk6dilu3buHTp0/gcrkYMGAAfv/9dxgYGODevXsICAiAra0tHB0dkZ6ejszMTOTm5qJb0AQ4D2rahh/hbVw8js9dgrq6OigrKzM+KQoKCjA1NYWzszNDHFy4cAF8Pp/x7SgrK2PUL1wuF/Ly8pCTk4OsrCxkZWXB4/Hw/v17fP78GUQEWVlZqKmpQVlZGRUVFcjJyYG8vDxDirDYbGxMiP/pNgDA/ulzkRx3n/lfcm9LVtB5PB6ICA0NDUyIz7d+byUhLn9W6EiUNJLhiYQolPwVi8UQCoXgcrmQlpZmJmvl5eXgcrlQV1cHm81GQUEBxGIxtLW1UVVVhaqqKsjIyMC2Z1f4/mRWmufnY5B38z5u374NKSkpiEQiaGhowMfHB3p6eowyh8Vi4eTJk3j79i18fX1x9uxZlJaWwsFWG6/i/hoxomKyC2XlAsjLy0NTUxM9evTA7t27IRQKv0lWlJeXIyYmBmfPngWPxwOLxYKFhQWMjY1RVVWFyspKxgNDErrE5/MZ8qKlW0VFBWbMmIG+fftCSUmJUe2MHz8eXbp0waBBgxAcHIyEhAQoKSkhJCQEp06dwogRI7B582bU1tbi6tWrOH36NC5duoS2bdti6NChGDJkCE6fPo3ff/8dI0aMQEpKCh48eABbW1t4enri3bt3iImJQU1NDYYPH469e/c2UWekp6cjJiYGMTExuHfvHmxtbZGZmYmA4Q4IW9m8uei3MDroKo5GpoDD4WDPnj2MSWd2djb27NmDHTt2MPf8mDFjcOPGDRgaGjJm09OmTYOTk1OzZScmJqJ///7NZqMRCoWIjo7Gxo0bUVVVhdDQUIwaNapJSKYkBPnt27d48OABJkyYgPDwcLx+/RonTpzAvHnzsGnTJrRr1w5hYWEtnoAvW7YMMTExuHPnTrMZav4JFBYWIigoCMnJyTh48CCWLl2Knj17Ms+ZUaNG4eTJk+jduzdmzpwJtp4mEiH46fPIcqQwxbr5a/KfYOnSpcjLy2vW9Lg5zJw5E0SELVu2/O11+Sdw9epVrFq1Cvfu3fu3q9KKVvztaCVGWvHvgwRA1VGgIenbu4ALltxwgO/a5LMnT54gLCwMV69ehY+PDzQ1NXHr1i18+PABQ4cOhZ+fH9zd3ZtM/H+EhoYGTJ06FS9fvsSlS5ego/Nto8WqqqomKo/4+HjcuHEDKioqYLPZKCwshLKyMuTl5ZGfnw9dXV34+PjA2tq6ERGioqLyv4Oj+kSg5gIgLmp6UpYSINMb4HdGbV0dHBwcMHPmTGhra2PixIkoLS2FpqYmo1bp168foqOjYWZmxoTK/FndIYFYLEafPn3QrVs3LF68GESE+Ph4bN26FdeuXYO7uzusra1RUlLCkCAAYGFhAT09PSgpKYHH46GhoQGfP39GZmYm3r59C6FQCCsrq0bpbI2MjKBvbIQ7rB+kr2yunkIhwgaMQO7/pMhs06YNk2pVWVkZOTk5eP78OfLz8zFo0CAMGTIEPj4+OHjwIEaOHNmkvHfv3sHDwwNZWVl/WS48ZswY8Pn8b/p6fA0iwo0bN7B161Y8evQIAGBjY4Pff/8dhw4dwvnz52FgYIA3b95AT08P9vb2iI2NhYGBAW7cuAFdXd1my129ejXevXvXopR/48ePh7OzM4KCgr67X3h4OJ49e8YYkALAnDlzEB4ejvbt28PCwgKpqam4du1aIyNCIkK3bt1gbGyMtLQ03L9/v5FCxsvLCzdu3MDhw4cxcuRIXL58GUOGDGEmaXJycigpKYGjoyPatm2LJUuWwMLCAmlpaY1WYm/dugV/f38cOXIEtra2sLe3R1ZWVqPBfG5uLk6ePIljx44xoR89e/aEt7c34uLicOTIEaxatYrxyfmzmS0AXMlKw9vy4h/265/x5s59HJ65ACKRiDGh5XA4aNeuHaSlpRklzfXr15GcnIw5c+aAx+MxZBqHwwGLxUJFRQXy8/ORn5+PvLw8ZGVl4c2bN6ivr4e0tDTatm0LOTk5JqWqhERJS0tjiAY2h4MNr+7/oMbN48CMeXhz+8uAeMaMGYiPj8enT58gFothaWmJvLw8LFy4ECoqKkxI2qpVq2BjYwMulwsulwspKSlwuVw8ffoU69atA4fDwaJFi/D582ds374dQqEQgYGB2LRpE169esWYuX6NsrIybNy4ETt37sTIkSPx5MkTJCcno7i4GDweD0lJSQgJCcGtW7dgZmYGDQ0N5OTkIDs7GxwOByHH9kLHxrJFbRbXN2DdoBFQlpaBg4MDTE1N4eHhgdDQUCQnJ8PR0RG7du1iMouJxWKYm5ujoaEBfD4fVVVVUFZWxP2L3aGm+m2PoeaQ8v4zrDt+MXP8OlOTBBJySJL6WENDA3w+Hy9fvgQRobKyEp06dUJubi7YbDbq6+uxePFiWFhY4Pfff0eXLl0wceJEyMvL/7QagIjg4uKC9PR0XLlyBQMGDEBwcDDCw8MZ3xDgy8QvOzubIXJ69OiBkpIShIWFNSpPYtq9d+9ePHnyBGKxGDIyMhAIBAgNDcX8+fOhrKyMu3fvYvz48fj06RPjEXbz5k3MnDkT06dPZ1RVX+Pu3bsYMGAAhEIh6urqcO5ofwzoa9yidt57mIduA6JA9IUIPHfuHPr379/oGSESiRAbG4uwsDDEx8ejoaEB+vr6mDt3Lj5//ox9+/ZBV1cX06dPx7BhwxqpRpcuXYqamhps3Ljxu3199+5dbNy4EU+ePEFQUBCCgoKgoaEBIkKfPn3g7e2NkJAQAMCrV68wcOBAjBgxAnFxcXj69CkWLlyI3377rUVtBoC9e/di3bp1ePDgATQ1NRspHyWhiZLXf/7/P92vrq4O2dnZePfuHUPqCQQC5Ofno66uDnw+n8lI5jzIC74rFra4XRJIsdkItvnPsgE2h8+fP8Pc3LxFfiHZ2dmwt7dHcnLyfxRe/f8SNTU10NTUZLIQtqIV/39CKzHSin8XJAIqdwPC77u3M5ALBPjOEAqFOHfuHMLCwvDp0yc4OTkhJycHmZmZGDx4MPz8/NC9e/e/LPusqKjAsGHDICUlhc2bN6OsrKwJ8fF1mEtDQwNDbGhpaeHdu3f49OkTQkJC4OnpCT09PWY1HPjyYFmzZg127dqFhQsXIjg4uKmRVe0NoPbSjyvL74gps+9g3759TIiGnJwcNmzYAKFQiMOHD+Pdu3dQVVXF5cuXYWtr+8Miw8LCcODAAYSGhuLcuXO4e/cuk0pTXV2dIT+kpKTQ0NCAsrIyZGdno6KiAoaGho28PQwNDXHu3DkkJyfj1q1bTQzeUlNTcezYMVRZGULf/ucUOcoCEfrpmqCiogIfPnxAfX09Tp48iVu3bqGqqgoqKiqor69nTNGUlJTw6NEj7NmzB1ZWVrC0tIS6ujozwCUiWFhYICoqCu3atfupukhQWVkJR0dHbNiwAUOGDGnxcenp6bC3t4dIJIKXlxeysrIQEhKCwMBACIVCvHnzBhMmTMCLFy/g5uaGpKQk8Pl8ODo6ol27dsxfTU1NmJub4969e7C0/PHEb9++fYiLi/uhk36fPn0wefJkDB06tNH7W7ZswYIFC9DQ0IA1a9Zgzpw5jRQCJ0+exIYNG/Do0SM4Oztj5cqV8PHxQVVVFdq3b4/s7GzcvXuXiaNftGgR3rx5g4cPH0JKSgp5eXno0KEDpk2bhpCQEEyaNAmFhYU4cOBAkzo+ePAAgwcPxq5du3DgwAEMHjwYw4YNw5kzZ3Ds2DE8f/4cQ4YMQWBgINzc3KCqqgo/Pz+sXLkSVlZWsLW1hby8PA4fPswQoZL0zXfu3MHVq1eh0bE9ekwc/cN+/TPuHY/Cud//dyL49T0nyawjKyuLlJQULFiwgEmJ3aZNG8jKyjZbZkZGBnr37o2CggLMmDEDo0ePxvv37/H06VNcuXIFycnJjUI7vsbia2ehovPzA/GvvVL279+P9u3bY926dTh37hwWLlwIOTk5rFu3DgsXLsT+/fuxaNEiTJ8+HatXr8akSZPAYrGQlJSE+fPnIyUlBWvXrsXw4cMb9cetW7cQEBCA2tpa/Prrr/jll1++aQxZUFAAb29vPH/+HP369UOnTp0QFRWFT58+QVpaGoWFhQAAbW1tdOvWDY6Ojjh79iwycrIwYWcYNI2/P3Gpr63DgRnz8P7RUygrK2PMmDGIj4/HrFmzUFlZieTkZERERKCoqAiKioqwsbGBgoIC7t27x3jaAF8m1OuXd8Hsae2/e74/49p9GXgN2QCxWIxp06Zh9+7d2LNnD6SkpPDgwQM8f/4c6enp+Pz5M6SkpBglko6ODvr06YObN28iNDQUK1aswKNHj3Dp0iWsXbsWW7ZsQUxMDPr06dOscXNLcPToUUycOBEnT57Epk2bUFpaCmVlZZw4caKRcWhWVhYsLS3Rrl073L59G4cPH8bjx4+xb98+VFRU4M6dO7h+/TquX7+O4uJieHh4oEePHkw/njp1ChUVFejevTvU1NRw//59hIeHIyYmBgYGBli8eDFSUlKwevVqxMbGYsaMGQgODmYMrI8ePYrJkyeDy+WCz+dj5MiRGDc2AEqcMzDW/77S4OnLIgilx2Ogjz9KSkogLy/PEPxfk2FfIycnB0OHDkVSUhI4HA5EIhFGjhwJGxsbXLp0CYmJiZg4cSJ++eUX6Ovrw9raGocPH4arqysTRvc94iA1NRXHjx9HXFwcunTpwoTQrVixAkKhEPX19aitrcW1a9dw584dqKmpoWvXrrh69SosLCxgbW39Q/KivLwcJSUlkJOTY+ojFovB5/PB4/EYz6OWvP6r+9XU1GD8+PEwNzdHbm4uhEIhPD09sWLFCigrK+Pdu3fw9/fH1KULId3p55/XyjxpjLdw/OnjWoKFCxeitLT0u6pFAJg2bRpkZWWxYcOGf6Qe/xR69uyJ0NBQ9O/f/8c7t6IV/4fQSoy04t9F3X2gJrrFuxP42HlCDWvXbYNIJIK8vDyKi4vh4+MDX19feHh4tNgpu7Kyslmi4/3797h37x7YbDYEAgHU1NSapKT9s5+HsrIyWCwWnj//Yszn7OyM8PDwb6b/lCA1NRXBwcHIzc3F9u3b0bVr1y8f1CcAVS0375q3/D42bHsO4IuBo6enJ27cuAFvb2+MHTsW3bt3x4gRIyAlJYXjx48zE9evFR+S7eXLl8jPz4esrCwEAgFkZGSYWP7S0lLo6uo2Ij4kmV6MjY2hra3daFJMRJg1axbi4+Nx/fp1pj8KCwsRGRmJY8eO4dOnTxgxYgT6jgpAkpSwxW0GgPDRv+DT6zcAvkx8pKWlGRm2i4sLU5eamhqkpaVhwoQJ+PDhA7y8vJCamop3794xZIilpSUsLCzw8OFDGBkZYf369X9ZOvz48WMMHDgQz58//6mYYRkZGaxbtw6fP3/GqlWrYGVlhZCQEAQEBDD9aGxsjEuXLoGIkJWVxYQIScxeCwoKoKCgAH9/f4Ysadu27Td9bd68eYNBgwYxWRuaQ0VFBfT19ZGTk9NkhWjt2rXYtu3L91FfXx+ysrLYv38/LCwsUFVVBSsrK0RFRaFz5864cuUKQkNDcfbsWXTs2BEyMjJ4+fIls1JWWVnJXEdNTU1YWFhg9+7duHbtGrZs2YL09HTU1tbi+vXr//td+RNevHgBLy8vdOzYEffu3YNQKESPHj0wcuRI9O/fv5EE3c7ODiYmJvD19cXYsWMxbtw4TJ06FU+fPkV8fDzi4uKQm5sLHo+H+vp6WFlZYUCAP9T6t9wEWoJ9U2bhbfwXVZAkfa61tTWys7Px9OlTGBsbIzMzEwoKCqiuroZYLAaHw2HS7aqqqkJHRwfGxsawtLSEUChEeHg4hEIhBgwYAAUFBSadpUDwJezC1tYWvXr1gpmZGXg8Hvbt24ebN28CAAbNn4mugT8X2lGSlYP1A/0hFAqhoaGB3r174/nz53j//j309fUhFArB4/EwYcIErF+/HiYmJnj+/DlSU1MxbNgwWFpaQl5eHrGxsVi4cCGmTJnS7H157do1BAUFISIiAtu3b8f58+cRGBiImTNnNonb37ZtGxYuXAiRSITa2lrmfWlpadjY2ODdu3fo2LEjJk+ejMrKSvz+++9IT08HEUFGURFDFsyCQ79e4DRDomc8f4UzazYhL/XLd4PNZsPOzg6pqakYNGhQo5CSnJwcREREMB4xAGBkZIQuXbrg6tWriIiIQM/uTmBV/A5QXYv6Ozu3CjOW5GLO3MUYNGgQ/Pz8sH37dhQXFzfxrcjLy8P48eORkJAAFxcXfPr0CWlpaaiuroa0tDTq6+vBYrFgbW0NAwMDPHnyBAAQGhqKOXPm/PQiQkVFBfT09ODs7IyOHTti48aNmD9/PpYvX96orIyMDPTt2xdubm64ePEiHj58iBMnTiAqKgrKyspISEiAq6srPD094enpCUdHxyahVyKRCIsXL8b69evBZrNhamoKX19ftG3bFnPmzMGHDx8YRWhqairWrFmDS5cuISgoCG/evMHZs2dhbW2N4uJiHDhwAN7e3iAi3L59C9cvrcDy+T3AlypvdM6iEhEOR2bi1VsFjAwcjZcvX+L3339HUFAQ8vLyEB0dzYSp9uvXj8kqJSEYnj17hpqaGqiqqiI1NRUlJSWMybOSkhJDPkjILHl5eTQ0NEAgEDD7/Yg4AL6QMBL1nIuLCwwMDFBaWoo7d+5AVlYWXl5ezMLGyJEjceLECairqzPKmubKTk1NxeTJk3H48GF07tyZeZ/L5f4jxqvfQmBgIDQ0NBjPGSLC1KlTmZTk+/btw6lTp/D4+XP8GnsaUtI/l4LbQVULHrotUw39LCRZZr6leAO+hKe2b98eKSkp0NDQ+Efq8U9h7dq1yM/P/z8T/tOKVrQUrcRIK/49kBgoXwOIf06WvnLjS6xcHw+RSITp06dj06ZNjVzXhUIh8vPzm3h3/HkTi8VNCA6xWIyDBw9ixIgRmDNnDnR1dVtEtIhEIqxfvx5hYWHYsmULRoxoefYBIsKZM2cwa9YsdOvWDRs2rIe29P6f6peqqnro2u5HZeWX1cLffvsNwcHBUFJSglgsRlZWFl69eoWQkBBGMp2RkcGk6uVwOIyyQiQSgcViwdzcHD179oSTkxNDfLRp06bFA2giwsyZM/Hw4UNcu3YNPB4P58+fx7FjxxAfH48BAwYgMDAQHh4e4HK5ICJcznqP1IrPLSr/QdQZnP7tyyoLh8PBrl27MGHChO8O3FRUVBAUFITVq1czdSwpKWFIktTUVNy/fx/Pnz8HEUFdXZ0hTL4mTwwNDX/YD6tXr8bNmzdx/fr1FoVxiUQiSElJ4fHjxzh58iSkpKTg6emJrVu34saNG1BSUoKpqSmT8aA5SFISr1u3jvFVefXqFdLS0mBhYdFIXeLo6AhlZWWIxWJm8P4td/7o6Gjs27evieHjtm3bsGXLFty9exfXr1/Hr7/+ijFjxmDv3r1YsGABCgsLUVBQgF27diE3NxcmJiZMlp127doh/v518DhVANgoKBGjR4/eyM7OBp/Px7x58zBnzpxGSoLFixdj7dq1jEdMcHAw46EiyY507NgxZoLKZrOZ0K/m4OLiguTkZEhLS4PP56OoqIj5PpSVlcHGxgb9+/eHp6cnXF1dGbPNA4lPUPETkXmFGR+wc9QvqKyshJ6eHuTl5WFubo7OnTvj4sWLePLkCUQiEVRVVfHbb7+he/fu0NbWxsePH/Hs2TM8ePAAiYmJyM7ORllZGerq/ndiLfHckHhzaGtro1OnTnB2doaBgQH09fXRpk0b6OnpITk5GSNHjoSUlBS0TYzQa+lcsLktb8iZNZsQf/ILkW1vb4+EhASIRCKoq6vj8OHDyMjIwMmTJ5ksTDweD5qampg6dSrevn2LyMhIKCoq4tKlS4zJpFAoZDwvKisr8fnzZwQEBCAwMBBWVlaMR0pcXBxevnwJLS0tGBkZoaCgAOnp6Yy56df9IVml19LSQl1dHaqrqzFgwAAoKipCRkYGx48fR0VFBYgIqqqqWPzbSug62kIkw0dufj7uXr2GN3fug1NTh/fv3zNl79u3D2PHjoWioiIKCgpQXl6OgwcP4siRI8jIyACbzYa5uTny8/NRWVkJKSkp+Pj4wNnZGWvWrMGBAwdgbiSCkfpNSPN/0O8saSxYnYXHz3Px5s0bLFq0CDt37sS7d+/w8eNHGBj8r3HujRs3MH78ePj4+OD3339vpDCSTC4VFRWxdu1aGBoa4uPHj5CRkUFVVRXEYjG4XC6MjIzg4OAAa2trWFlZMSlwvw6L+xojR45EdHQ0AgICcPToUfzxxx+YMWNGo32ePXuG/v37Y/z48VBVVcW+ffuQlpYGHR0d5vtsY2MDFov1TQVDSUkJTp06hQ8fPsDT0xOPHj1CfX091NXVkZmZiZqaGujq6sLU1BSysrLMcQUFBUz4GJvNBpfLhZycHKOoEAi+KEX4fD5kZWXRzl4LJoZyqKysQk2dDOIff0RpaRnYbDbU1dWho6PD+Cy1adMGbDYbb9++ZUJ+2rZti4EDBzKZkJ4/f47k5GTMmjULfD4flZWVuH79Os6dOwehUAihUIg+ffogOzsb6enp0NLSwtSpU5s1MP8eNm7ciJs3b8LHxwcbNmxARUUFGhoasHXrVgQGBoLFYkEsFmPRokWIiorCmTNnEBYWhoSEBCZU82tkZGTAzc0NO3fuxKBBP5e16u/ElStXMHnyZGhqakJbW5tRCE6dOhWJiYno3r07Dh8+zHz//VYuQofBP6deGGVmBw3pf843Zd68eaipqUF4eHizn0+aNAkaGhpYs2bNP1aHfwpPnz7F2LFj8ebNm3+7Kq1oxd+KVmKkFf8ehFlARcvzzkvwMrEILh6REIlE6NGjB6ytrRsRHkVFRUy4x/eUHkpKSo0m0VeuXMGYMWOwY8cODBs2rMX1+fDhA0aNGgUul4vDhw83GWi0BKmpqUxblOUKEH3w5zLfAMCU2bew+1AiAMDJyQmysrLIyMhAQUEBOBwOuFwuBAIBYxro4uICKysr6Ovr4+PHj4iNjUVhYSHU1dXx+PHjH6pdvgciQkhICB49eoRFixbh7NmzOH/+PDp27IjAwEAMGjSo2QG3UCxGbHbaD8mRjLsPcWrlOhQWFAD4sgKvpKSELl26YN26dc2GkHz8+JGZUH0vPV99fT20tLSQlJSEhoYGhjD5mjwpKCiAsbFxE8LEwsKCSQssEonQs2dPeHl5MSahTTtK+MVHRvgOdTVFuHgpFn28JqJLzxBcuBQHY2NjrFu3Dvv27YO7uzsOHToEb29vhIaGonv37k1IoE2bNuHRo0c4depUo/dra2vx5s2bRuqS169fQ1NTE46OjkhMTISvry+mTp0KPT29JuWOGTOGCWeR4MCBA1ixYgXu3r3LxFGfPHkSs2bNwp49e7B69Wq8ePECN27cwP79+3HhwgUsWLAAv/76KwKG2eDInong0EemPEG9CBdjP2DPkfdYsmJvs2RGz549oaysDCkpKZiammLfvn2wsbGBnp4eHj16BB6Ph1GjRiEgIABCoRDOzs6wt7fH3bt3mZCYx48f4/Hjx7h//z6Ki7+Qj4aGhkyK21mzZsHDwwNdunRppBiqra3FmDFjcOXKFWiaGmHinq3gy/7YL4JFhMPB81DwLg2GhoYYNWoUxowZg0mTJiElJQXLli3DpEmToK+vj5KSEpSWljLpkYEvKiIzMzM4OTnBwsICDx48wK1btyArKwtbW1s8evQIpqam0NXVRV1dHT59+oT8/HzU19dDRkaGUZ3U1tZCQUEBOjo6aNOmDdLT09Fu6AB0GtUy1Ujmy9fYMT4IYuGX0BBtbW1YWFhAWloaz549w6xZs6CkpAQul4uPHz9i06ZNTNhBVVUVQ1ZISUlBKBSCz+czxqvy8vKM8qKqqupL9h83NygqKjLvczgcxMXF4dmzZ0zfAICmpiYsLS1x+vRpxtsIAF6/fo0lS5YgLi4OQqEQ58+fh4eHBzZt2oS1a9eiuroadXV1ePLkCVxcXJjy6urqoKGhgblz52L58uVMqNPYsWNx/vx5hIWFYfbs2WCxWCguLgabzYabmxtmzJgBLy8vSElJoa6uDgYGBqivr4ejoyM+fvwIPp+PnJwcsNlsXD6/A27tsgFRXvOdzTEE5PyRmVUHZ2dnREZGYu7cuRCLxUhKSsKwYcMQERGBuro6/Prrrzh9+jT27dvHpKT9OiRiw4YNYLPZGDNmDBYvXgxTU1N4eXnh48ePCAsLA5fLRWZmJhMWKTGjbmhoQG1tLWRkZJiUt3Jycoznx7NnzyAlJQUOhwMejwcdHZ1G/hBVVVWNSCtJGEt9fT34fD5EIhHMzc2/GVYhJSWF3NxcPH78GFZWVujWrRsUFBTA5XJx+fJlZGVlITg4GI8ePcLDhw+Z+6tjx46orKzE3bt3oaqqCoFAAENDQ2RlZTGqI11dXRw6dAgnT55EXFwcWCwWPn/+DHt7exw9epTxM4qKioK5uTmuXLmCmJgYnDlzBmZmZvDz84OXlxdcXFxQXV2N1atXY8uWLYyiYcWKFXjy5AnWrFmDW7duNbq0IpEI169fx5YtW3D79m3U19fDwMAAQ4YMQVpaGuLj4xEYGIigoKAfhkIWFBSgbdu2uH//Pp48eYJ58+bByckJpaWlyM3NxcyZMzFhwgRG5Xfw4EHMnz8fx48fR2JiIjZu3IioqCi4ubkB+KJy6Ny5M2bNmoWpU6e26Hfhn0BlZSWMjIwgFAqxZs0aBAUFoaSkBFFRUThy5Ajevn2LhoYGRpEBAEpaGphz5hhkm/GXaQ62yhrorW/6D7biy/WxtrZGYmIi9PT0Gn2Wnp4OV1dXpKamfjNM8L8ZknFkUlLSN73OWtGK/4toJUZa8e9B8Byo/r6vQXOorm6AvMGXXO+6urro0aMH1NTUoKqqCnV1daioqDCZEFq6Xbp0Cfv378fatWsZKe+PNhaLhQsXLmDVqlWYOnUqk2nlZ84rWeV9+PAhPDw8wGazsWJBB8wOsv/pfok8mwr/iVcAfFFQ2NnZMSoBa2trRvVRWFgId3d3rFmzBqmpqdi/fz+cnZ3h5eWFFStW4OXLl/9RyjixWIwRI0bg7t27AAA9PT0EBgbC39+/ReZiRIT5m9ZBy8URLDXl/31fLAa7tAJubUzhYvLFQ6Nr165Yv349kpKScPToUZibm6O4uBj+/v5YtmxZIwJk1qxZOH78OOM58D34+fmhT58+TOaBP6O2thZpaWlNCJPU1FQIhcJGJMn+/fuxfft2+Pj4NCaDBM+BmvMAVTQpXyQicGQ74UDEZ6xavRH37t3DpUuXcO3aNXh6emLbtm1gs9kIDg7GyJEjIScnh9raWpiYmCA2NhYODg4/bKNIJEJaWhpevnyJ8PBw5OTkMGEAXytL7O3t0b17dzx//pwhQCIiIjB79mzcvn0bFhYWjco9ffo0goKCYGxsDH19fVy/fh21tbUQiUSQkeEg4f4smBp8O66fCGDJ9AZk+gFfETRv3ryBp6cnXr58CWtra0ydOhWxsbFIT0+HlJQU5OXlMW/ePIwePRrS0tJ48+YNjh07hg0bNkBTUxNVVVUwNzeHkpIS3r9/j7y8PCaDyejRozF//ny4uLggOjq6WX+ZhoYGtG/fHm/fvoVIJIKFqzMm7/gDLN53FGUiMaKXrcGyqcHo0qULgoODcenSJQwdOpTx0pCEddja2sLKygofPnxAXl4eVq5cyYTn3b9/H2lpaZCSkkJVVRVYLBaMjIwwZcoUBAYGNkv0VVVV4ePHj8jMzGTu1ZSUFHz48AEFBQWoq6uDWCyG98yp6Dnh+54pnxKScDBkPipKGhOWEpNLoVAIaWlp1NTUQCgUQklJCZ8/f2bULDY2Nvj48SMmT54MOzs7PHjwgFFF1dTUoG3btnBycoKZmRnWrFmD+Ph4WFlZ4fLlywgPD0d8fDxqamoYg2UfHx8cOXIEioqKyM7Oxtq1axEcHNwkUwfwRfK9evVqsFgs9OvXD2fOnEHv3r2xb98+fP78GW3btm1CBPbs2RMzZszAkCFDYGJigoyMDOjq6qK6uhplZWVgsViwtLTEr7/+ik6dOgFAE6WDn58f5s2bhytXruDZs2cMiSUSiWBkZAQfn0Gwt5aBpbEAKkpfUv3mFggR/6wWye+qmbKSk5MhEAigr6+P1NRUVFVVgc1mg8fjQSAQMGEnIpGoWYKhuroaQqEQpqamqK+vx9u3b9GzZ09IS0vj4cOHaNu2LTQ1NREXFwcA6NixIwQCAYqLi1FYWIjc3FxwuVwoKCgw5El+fj4AQENDA6WlpRgxYgQUFRVRVFSEpKQkZGRkQCwWM89FS0tLpo8/ffoER0dHqKurM1lx/oycnBwEBQUhLS0NBw4cYNRFEhARNmzYgG3btuHUqVPo378/Hj9+jEuXLmHJkiWorq4Gi8WCrKws1q5diylTpiAnJwe///47IiIiMHLkSEREROD69etMNq6AgABoaGhgy5YtmDBhAmRkZJqs9Ds5OWHSpElM5q2ioiL07dsX3t7ecHJywvr163H48GFwuVxMmjQJsbGxSElJ+eb36ubNmxg2bBgTqldfX4++fftCUVERly9fhqOjI6ZPnw5vb+9mVYeTJk1CQ0MDPnz4gKqqKuzcuZMh+Z48eYJNmzbh5s2bmDBhAmbMmAE9PT3ExcUxvkoGBgYYPXo01q5dixEjRsDDwwPdu3fH2rVrv1nnfxpFRUXo2LEjSktLcfPmTaSnp+Po0aO4c+cOvLy8MGrUKKirq2PevHl4+PAh46nDYrGw9I+NUOjWASyp76s5U+8/wm/DA6Ghpv6Ptyc0NBRisRibN29u9P6YMWNgbGyM5cuX/+N1+KcwbNgwDBw4EKNH/7znVita8d+KVmKkFf8eBM+A6mM/fVidQARFw92MhLtPnz4Qi8V/eUtPT0dxcTGsra3B4/GafC4SiUBEjd5raGhAUVER6uvroaqqCi6X+5fOTUQMOSJJV7n7j56YPMbup/vl1r0sePicAQBYWlo2OyAjIty7dw/Lly/HnTt34OvrywyQnJycsHDhwmaztbQEWVlZOH78ODZs2ICqqirMmDED48ePh7W1dYvLKCkpwYULF7B+/fovsekDB8Br6BB07eoOYy0dSHMaD3ju3LmDrl27gs1mM+E5AoEAvXr1Qnx8PGbPno2ZM2dCRkYGpqamcHFxQURExA/rcfToUZw5cwZnz5796X6QhOZICJNbt27h5cuXYLPZUFNTg4WFBYInWWNwnx+HaCUml0Jedz6MTWzQvXt3zJw5Ez4+PsykeuvWrYiPj8e4ceMgKyuL169f/6U6X7t2DatWrUJcXBzy8vIaeZY8evQIeXl5cHFxYUjDyMhIXLlypVnjQeCLgeq6detw6dIlBAYG/k98PXAlajD69GyhokrGC5DpDZFIhCtXrjBpT2tqahAXFwddXV3s2rULPXv2RF5eHg4cOIBjx44hMzOTmUA7ODjg/v37qKioAIvFgoaGBurr66GhoYFjx47By8sLU6dORVpaGg4dOoTQ0FAoKip+c7B65coVxmyOx+MhIeUtcnhAcmkRBGIRsx+bCJkPnuLi1p0w0dFjjKF1dHSgqqqKd+/ewdXVFb6+vpg9ezZqamowd+5crF69GlwuF2FhYVi3bh12794NQ0NDnDhxAlu3boVAIICsrCyUlZVRVFQENTU1aGlpQUVFBXJycqivr282dSubzW7kh8Fms5Gamoq6ujpwOBy0sbNB97EBsOnmBvZXE7CclFQ8PnUOzy5cQb1AwHhnyMvLo6qqigmB8/DwwJQpUxglysKFC5GVlYURI0aguLiYWRkXi8XQ0NCAp6cnjI2Nce3aNZSXl2Px4sUoKyvD+vXrUVRUBMFX55KQQMHBwejXrx8+f/6MMWPGoHfv3nj79i04HA7Ky8uRmpoKDw8PuLu7M6RBfX09k7L98+cvpI6MjAw6deoETU1NZjL654wZkpClP4fpfA0ejwdlZeVvmkk+fPgQ3bp1g6KiImMwyuVy4ezsjOfPn6O+vh4mJiZwc3ODra0tE871Z08JgUCAsWPHYufOnYiIiMCnT5/w7t071NbWwtnZGTdu3IC0tDSTKvjPiI6OxsmTJ3H69GkAgLu7O4KDg+Hr64uePXti0aJF8PDwaBQOunPnTsZkWeJllJiYiEePHmHr1q2oqKhg/CbYbDYaGhogIyMDLpeLiooKcDgc9OjRg1ElSjaJciEsLAzz589HeXl5IzKLiLBv3z4sXLgQ06ZNw6+//vpNbyQAOHXqFIKCguDo6IjMzEyIxWKUlpZCWloajo6OcHJyQkxMDHJycuDj44OhQ4fC3NwcPj4+ePfuHaZOnYp58+bh/v37WLx4MV6+fMmkuk1KSmrip9SuXTscOHCAIU4/fPjApAO+e/cuHB0d0aVLFzx9+pRRKu3fvx9jx45tNmX1kiVLUFtbi/Xr1+P69evYunUrbt26BR6PBw0NDXTu3JnJtDR16lRMmDAB6upfJvMPHjyAp6cnZGRksHz5ckydOrVZ8iQzMxNbtmzBkSNH0L9/f8yePRuysrLo378/vL29MXHiRPj4+DBqm2PHjv0/9RH5GrGxsRg1ahQqKysxdOhQxMbGwtHREYGBgRg6dCiKi4uxZMkSXLt2DSoqKpCXl0evXr2wYcMGyMjIIDo6GjN/nY9xa5ZDSl+70W8ZAJQXFMHT3AZjevbGtavXYGr6zypGgC/eP23btm2UdSYlJQXu7u5IS0v7qbCp/zbs2rULDx48aFH2u1a04v8KWomRVvx7EH4AKjb/9GFvU8swb3UJVFVVYWpqivnz53938PQt1NXVYdy4ccjKysK5c+eYAcePcOvWLYwdOxY+Pj5Yt25ds6uULQURMWn4vLy8AADrlnVC8KSfJ0bOxaRj8KgvWWzU1NQwZMgQGBoawsDAANra2nj58iWOHz8OgUCA6dOnQ01NDXPmzEF8fDzCw8Px8eNHREVF/dSgqKysDKdPn8axY8fw+vVraGtrg8Vi4f79+y0OxcnNzcW5c+dw+vRpPHv2DJ6entDQ0GCksz8DsViMwMBAREREoGvXrlBTU8PTp0+xfPlyTJw4Effu3UOXLl1+WE5xcTFMTU1RUFAAaWnpn6pDc5AoT5YtW4aS/Ptob/60xceSlANyK3rDzs4OeXl5Te71jIwMbN26Fdu2bYO7uzuWLl2KHj16/NR1LC8vh56eHkpLS5t46syfPx9isRgDBw5EREQE9u/fD0NDQ3z69AkmJiZNsuLIysqibdu2mDRpEtasWYOqqioAwKTR9tgT1qPFdQLYKG6YiG49hyM5ORkA0KtXL4wcORKKiooYPXo0OnXqhLdv30IgEMDV1ZXxpLh37x5SU1PB4/FgYWHBhE18/vwZK1aswOzZswF8Meh8/fo1unbtiry8PNy/fx8zZ87Ey5cvm9TmypUrGD16NMLCwjBr1izo6upi6dKlePfuHd69T0V+dSWKy8pQXV6B/LR0cFlseHh4QFtbm/G2qKurQ2VlJYqKinD79m3k5+dDT08PWVlZkJGRgVAoBJvNZkxMJV4iEp8ES0tLODs7Q0FBATIyMqioqEBeXh4+fvyI9PR0KCsro127dnB1dYW7uztsbW2hqKjIhJdIJhYnTpwAm83GggULsGDBAqaNsooKMLC2QtiWzZBlsXH1/EVs3boVw4YNw+fPn/HixQuUlJQ0MjmVQEKSSDyKuFwuVFVVmUl7aWkpysrKICUlBbFYDHl5edTV1aG2trZJCloJOBwOOBwOQ1BLSUlBJBJBWloaWlpayM7Ohru7O2MUnZGRgU+fPsHMzAzOzs7Q1NREYmIirl69CjabDUdHR7i6uuLixYtMdhJnZ2fweDwmW86NGzdw48YNhhSRnD8sLAz9+vXDwoULce3aNQgEAnz48OGbadzl5eWRl5cHHo+Hfv36wdraGp6enpg7dy5MTU1RUlICIkJDQwNqamoQFBSEsWPHQkVFpUlZW7duRUxMDPLz81FUVAQigq+vL7Zv3w4XFxfcvXv3m55H9+7dw4IFCxAfHw8AOHPmDDZs2ICHDx/C3d0dq1evbmRk/PjxYwQEBMDDwwNhYWFMOFlkZCSmTJmCsrIy8Pl8qKuro6ysDOPGjQOLxUJKSgru37+P+vp62NjYMFnY6urqGD8YFRUVWFlZwcDAAEeOHMGAAQMQHh4OXV1dZGRkYNKkSaiqqsL+/fthZ/fjZ6BAIEBISAj27NkDNpsNPp8PDoeDP/74o5HfVEZGBk6fPo3Tp08zpNIff/yBlJQUHD16lEkT3LNnT9jZ2WH79u3o169fk/PZ2dnh+PHjsLdvquisra3FnTt3cPnyZVy+fBm1tbUoKCgAm82GtrY2du/eDW9v70aeSdbW1jhy5EgjgllC8oaHh6Ourg4CgQBubm7gcrlM1i07OzssXLgQ9vb2OH/+/Dfvwa9RWlqKPXv2YNu2bbC2tsbkyZOxY8cOyMvLQ1VVFZcuXYKjoyNOnTr1/zy0o7a2FpMmTcLFixdRXV0NHR0dTJ8+HQEBAWjTpg2KioqwatUqHDt2DI6Ojnj16hWWLFmC4OBgcDgc3Lp1C9OnT0dqaiq2bduGqVOnIiUzAws2/A6b9o4YNGAgtOUUsHzGLFhZWuLUqVON1DX/NGbMmAEej8ekYw4ICICtrS0WLvz5FMP/TUhPT4e7uztycnL+NTKtFa34u9FKjLTi3wOJgPLfAHHZTx1W0dARV+6wEB8fj/j4eLx7945ZqenSpQs6d+78Q5KjpKQEPj4+0NHRwZEjR1o0+RUIBFi0aBFOnjyJ/fv3o2/fvj9V7+/h2bNn6NatGzp27Aj/IVaYNKJlmXW+xuI1j7B+6wtwuVysWrUKsrKySExMxO3bt/H+/XtwuVwIhULo6OgwhElRURGePXsGImIGRj/KxFJfX4/Y2FgcPXoU165dQ69evRAQEIDY2FgkJyfjypUrjMT+W8jIyMCZM2dw5swZpKSkoH///hgyZAh69+4NWVlZ3L59GytWrMCdO3d+uh8A4O7duxg0aBCEQiGWL1+O7du348OHD7h+/To8PFrm3+Lm5oYlS5agT58+f6kOX6Oqqgrt2rXDmjVrMLz3J0CU9VPH9x5+A+kfajF69GjG08Tc3JxZ0dyxYwcuXrwIHx8fbNu2DQAQHByMwMDAFmfWsbOzw8GDB5m0uRLY2Njg0KFDqK+vx5AhQ3DmzBm4ubkxMv+v1SWvXr0Ci8WCnJwc+vfvjwMHDkAkEmHdut8x2a8cygo1P9XubXteYcavXyT+cnJyMDExYdIaczgc1NbWYty4cUhKSsLt27dRUlKCHj16oGfPnnB1dcWjR48QFhbGTMp0dXXRsWNH7Ny5EwUFBbCxscGLFy/Qu3dvzJ07F3p6eggICMDixYshJSWFnJwcZGVlISEhAenp6VBQUGAmK5KwObFYzISSyMjIoLKykpkASjwy5OXlISsrCxkZGcjIyIDP5yMyMhLl5eUoLCyEQCDAli1bcPXqVSZ7U11dHRNuwOFwEBgYCHNz82YVDhJfh+LiYhQUFKCkpARlZWVfMq/IyEBaWpohZbhcLhoaGpjfgz9DQkaYmJhAXl6e8Svo3Lkz5OXlGWIuLy8PKSkpKCoqanS8oqIiE1KjqKgIOTk5SEtLg8PhoLq6GgUFBYw6DgBDojQ0NIDH48HFxQVaWlooKytDRkYG8vLyYGhoCFNTU7x79w4fPnyAvLw8kz7U2toaTk5OzKalpYWDBw9i+/btYLPZUFFRQXp6OkaPHo2HDx/i7du3ICJERkZiyZIlkJGRgbq6Op48ecL4g0gUgg4ODpCRkcGLFy/g4+OD48ePA/hCEgQEBEBGRgYXL15Ejx6NCT+JL0ltbS1GjRoFkUiEyMhIxuQ6PDwca9euhbKyMrS0tLB06VIcPnwYMTExGD58OKZNm9YoHE4gEDATxHHjxuHDhw+4desWnj59Cg8PD8jKyuLevXswNzdvcj3fv3+Pfv36MVmnJN4ex48fx8yZM7FlyxZ07Nix0TEVFRX45ZdfcPfuXXTq1Am3b99GWVkZFBQUIBQK8fTpUwwbNgyrV6+Gj48PKisrMXz4cEhJSWHbtm3IyMhAYmIiXr9+jdevXyM5ORlaWlowNTWFhoYG2Gw2Tpw4wahjJN5XDg4OGDx4MGxsbGBlZQVTU9NGxupf4+bNm5g2bRosLCygr6+PnTt3QlZWFo8fP/5mSnoigru7O7S0tFBUVITExERIS0tDUVERhYWFMDAwgKmpKc6cOdPs8TY2NoiOjoaNjU2zn399npSUFHTp0oUxPSYiaGlpYdu2bRg2bBhev36NgQMHMgq3P0MsFuPGjRvYtm0bbty4AT6fz6TOLSoqgpSUFPbs2QM/P7+fWhiqr69HREQENm3aBJFIhOrqauTn5+PRo0c4cuQILly4gAsXLvyU0vOvorCwEBs3bmSeWQ4ODuByubh79y7YbDaqqqoQFhaGzZs3o2fPnkhKSoKxsTF27tzJhHUSEZYvX46jR49iypQp2LRpEyZNmoQlS5agvr4eI0aMQF1dHU6dOoWPHz9iwIABsLKywpw5c/6WZ3tLkJ2dDXt7e6SkpKCwsBAeHh5IS0trokj6vwYigomJCS5duoS2bdv+29VpRSv+FrQSI634d1F7A6i99BMHSAHKiwC2MvNOVVUVHj9+zBAljx49go6ODtzc3BiyxNzcnBl8pKenw8vLCz4+Pli7dm2zEtc/IykpCSNHjoSJiQn27t3bYnVJSyEQCKCuro6qqirw+RxkvR4PDXXZHx/4PxAKxTBzPoqsnAqIxWK4urpCLBYjLS0No0ePxrRp02Bubo6Ghgbk5OTg48eP+PjxI96/f49169aBx+M1Wrk2NDRkyBPJ3/Lycty/fx+XLl2CtbU1Ro0ahWHDhkFJSQlTp07FmzdvcOXKlWYf9kSE5ORknD59GmfOnEFeXh4jbe7evXuTwe+fB/N/BUKhECNGjMDp06ehrKwMNTU1iMViWFlZYf369T98kP/+++/Izs7+pqP8z+Lp06eYP3skbp3z+uljj5/+hFeppkwqxXfv3uH9+/dQVlaGubk5nj9/jgkTJsDT0xPm5ub4+PEjduzYgfv372Ps2LGYNm0ajI2/n5Zw8uTJsLW1bZRZIi0tDe7u7jh//jz69++P48ePw9PT85tlZGZmon379hg6dCgOHDgAVVVVsFgsKCsK8f7pmJ9ud05eFfRt9wMAZGVlceLECRQUFODevXt48OABMjIyYG1tDQcHBxgaGkJOTg7l5eXM9unTJ7x69YpRMkgm5JKJqyQjT03NF8JGosIAvtw/XC6Xmczq6upCSUkJsrKyjHGohBQRCoUoKSlBTk4OlJSUmBScEvLia/8HPp/PqARMTExAREhNTWXqo6ioyJAr5eXlYLFYkJGRgb6+Pry8vCArK/tNw8o/v5aEpp0+fRoNDQ1MCF9AQAACAgLg5uYGV1dX5OTkYOjQoYiMjASbzYa7uztevHiBK1euwN7eHvPnz8eDBw9w/fp1hkSuqqrC4MGDce/ePXTu3BmPHz9GTU0N5OXlUVtbixkzZiAoKAj379/HsWPH8PLlS5SWljLhg5KhB4fDgaKiIurr68Hj8dDQ0AB1dXWUlJRALBZDX18fampqKCgoQEFBQaN0uGw2G0ZGRkx2pdLSUuTn50NBQQEVFRWwsrLCu3fvIBKJsGLFChw/fhxr165FSUkJIiMjmfCW6upqaGlpITQ0FNHR0Rg6dCiOHj0KNTU1uLu7Y9u2beDxeMjPzweHwwERQV5eHs7Oznj06BF8fX2xbt06xoRQkn51ypQpSEhIwNWrV5uQ70VFRVi2bBkOHToEFRUVPHz4EDweD3v37sXu3bthYmKCadOmoUuXLpg6dSoSEhKQm5uLpKQkeHt7Iz09HcAXEsPZ2RkfP37Ehg0bMH369EbPtIqKCujq6jLKLQDYsmUL4uPjkZaWhr1798LJyQkNDQ149OgRrl+/juvXryMpKQl6enp4//492rRpg5UrV2LcuHEMAX758mVcvXoV+fn58Pb2houLC7Zv396sckUkEiE9PR2vX79GYmIikxGFy+UyIbH9+vWDhoYGamtrkZWVhbdv3yIrKwtGRkZMKI61tTXU1dVx6NAhPH36FJs3b0ZkZCSio6PRoUMHJCUloUePHjh+/HizhPCZM2ewdOlSvHr1iglZ++OPP2Bubo7Hjx9DIBCAz+dj+PDhWL58OYyMjBodb2FhgYsXL/7QFFWCzp07Y926dbC3t2fOVVlZCWlpaYbgPnbs2DfJHwmysrIwefJkXL16FXw+H3V1dbCxsYGMjAyysrIwceJEJpStpSAi/Prrr9iyZQsTFnXmzBlkZ2dj3rx5OHjwILy9vVtcXktRW1uL8+fP48iRI7h9+zaICDNmzMDo0aMZLytdXV3s27cPK1euZEywr127hj/++AP+/v7MWE4gEGD8+PFIT0/H+fPnoaWlhfz8fEyZMgXp6ek4dOgQHB0dMXfuXMTExODSpUuYNGkS6urqEBISAn9//7+9fd9CUFAQFBUVkZaWBldXV8ydO/f/2bn/SUyePBk2NjaYOXPmv12VVrTi7wG1ohX/JsQNRGUbiUpCWrbVxv2wSKFQSC9fvqTw8HAaMWIEGRgYkIaGBg0aNIimTZtGqqqqtHXr1hZVTyQS0ebNm0lNTY327dtHYrH4r7XzOygpKaF58+YRj8cjAASA5kx3aXmflITQ9g09CACxWCySlZUlbW1tsrGxIXl5eRowYAAdPnyYSktLm5x7woQJNGHCBBo6dCj5+/uTUCikgoICevr0KUVHR9OCBQuoQ4cOJCsrS3w+n2RkZIjP55OFhQV5enrShAkTyMnJiSwsLCgmJoYyMjKovr6eiIjEYjE9efKEFixYQBYWFmRgYEAzZ86ku3fvklAo/G6fVFdXk7S09N/S3zdu3CAAxOfzKSYmhsLCwkhDQ4MmTZpEeXl53zwuMTGRDA0N/9ZrfvX84p+6rpIt4e4oamhoaFSWSCSiT58+0cyZM8nGxoZCQkKob9++ZGJiwlyjnj17kpOTE8nJyVHnzp0pIiKCRCJRs3U7ePAg+fv7N3rvjz/+oCFDhpCWlhadP3/+h+0bOnQode3alVgsFs2cOZN5P/rkqr/UbioJIWlpDvO9kNzjbDabuFwusdls5n/J51wul6SlpYnH4xGLxSIVFRXS09MjNptN+vr6JC8vz5QDgDgcDikoKBCPx6MOHTpQ+/btSVdXlxYuXEgeHh6krq5OK1eupH379tHRo0cpKiqKzp07R1euXKFbt27RvXv3aNq0aaSpqUkRERGUmZlJubm5VFxcTJWVlVRfX9/oHnr06BFpaGjQ3bt36bfffiMTExOSlpYmV1dX0tDQoJMnT5KHhwdxuVxSUFCgN2/eUGVlJXl7e5OHh0ez3+PmkJGRQUOGDCEjIyM6c+YMvXnzhjQ0NGjx4sU0e/ZscnV1JVlZWeJyuWRvb08XLlygIUOG0JYtW8je3p48PT1JXV2d7ty5QyKRiIYPH07+/v4kEAho9+7dpKOjQ9ra2rRr1y7mnPPmzWP69etNTU2NvL29afLkyeTk5EQ6Ojo0ePBgUlFRISUlJeJyudSzZ09SVVUlQ0ND4nA4xJPmUzffIRS04w+afeIA/bJnCwVtXkc6FmaNyubxeKSvr09mZmakq6tLHA6HWCwW8Xg84vP5xOF8uX8k9woAUlZWJmlpaRo0aBCdOnWKSkpKaPPmzSQjI0N6enr09u1b8vDwIBcXFwoPD2e+T48ePWLa6urqSnFxcTR8+HAyMzMjVVVVWrVqFdXU1FBpaSnx+Xyys7P74fVKTEwkMzMzkpKSol27dpFYLKb6+no6deoUtW3blthsNrm7u9OhQ4dISUmJduzYQTwer9FvaG1tLXXt2pVUVVXJ3d2d0tLSmM/EYjHJyMhQZWUl815FRQWpqKiQkZERzZs3j/r370+KiorUvn17mj9/Pt24cYMOHjxIGhoatGjRIurQoQNxuVzq1q0bFRQUkLq6OiUnJ1NycjIZGRnRqlWrfup3UiAQkLS0NKmqqlKHDh3I0dGRpk2bRl27diVlZWXS0tKiXr16UUhICK1evZrWrVtHixcvJmdnZ+JyuSQlJUUaGhokKytLbDabAgMDKSYmhjQ1NWnAgAHk5OREubm5jc5ZU1NDRkZGdPPmTSIiyszMJHV1dXr9+jXV1dWRhYUFTZ48mTw8PIjH45GUlBR17dqVXrx4wZRhYmLSqG9/hKFDh1JkZGSjaxEZGUmqqqoEgOTl5UlBQYEGDx5Me/fupZycnCZl3L9/n2xtbal379707t07GjNmDOno6JC0tDSpqKiQtrY2de7cmZSUlGjIkCF069atFl2LmzdvkqamJiUlJdHr16+pZ8+exGKxqF+/fhQVFUW6urq0bt26v+X5JxKJ6ObNmzRu3DhSVlamrl27ko2NDXXq1IkyMzNJJBJR165dKSwsjKKiosjMzIx69epFYWFh1KZNGxo7diwVFxc3KrOoqIjc3Nxo2LBhVFNT0+gzsVhMR48eZX7vJL9ZWlpatGrVKtLU1KTt27f/x+36GXz8+JEUFRVJU1OTqqur/5+e+59EZGQkeXt7/9vVaEUr/ja0EiOt+PchqiQqD/vBBGkmUc31v3yKrKwsCg0NJWlpaTI1NSU5OTlyc3Oj+fPn04ULF5o8dImIcnJyyNPTk1xdXen9+/d/+dzfQllZGS1ZsoTk5eVJUVGRXFxcSF5enng8Ho0ePYqo8lCLJo6Pr48keXk+M1Hw9vamiooKIiIqLS2lI0eO0MCBA0lBQYH69etH+/fvp+LiYrpw4QIZGxtTRUUF1dTUUOfOnWn+/PlUUFBAW7dupQ4dOpCWlhbNnDmTnj9/zgyQKisr6c2bN3T58mXq0qULtWnThnx9fcnNzY309fWJw+Ew7VBQUKBOnTrR/Pnz6dKlS5SUlMTU7UdQUVFp9rr8LB48eEAsFosGDhxILBaLhg0bRoWFhTR79mxSVVWlFStWUFVVVZPjxGIxGRkZ0evXr//jOkggqor9S+RA0fsZzZZXX19PRkZG9ODBg0bv19XV0Zs3b+js2bO0bt06GjVqFJmZmRGHwyE2m01t2rShYcOG0bJly+j48eP09OlTevbsGRkaGjYqx9XVlVRVVenkyZM/bNvVq1eZicq+ffuI6Esf/vHHHzTcx+5vIUbYbDYzoTIwMCArKyuSkpKiDh060ND/j733Dovq3Nr/N70zMIWBoXeQroACIiKCICKoWBALYlfsiKjYe+/G3nusMYq9d4019tiNscYuijCf3x++s18J2HLOec8535/3dXElzuzZ+9n9Wfe6173q1aNhw4bEx8eLAbenpydKpVIMptzc3GjcuDE5OTkoFAq0tLQICAhg/vz5yGQybt26xcuXLzEzM6NVq1YEBQVx//79T+7zmzdvSEtLIzg4mLt3737xGN29exe5XE758uWRSqW0b9+e48ePExMTw9atW1mzZg16enoYGRkRGxtLmzZtcHV15dSpUxQVFdG5c2e8vb25fv36J7fx6tUr8vLykEqlDBkyhDdv3nDr1i3s7e1ZuHBhiWXv37+PlpYWGRkZxMbGoq2tjZOTEy1atMDHx4cKFSogk8lYs2YNr1+/xtPTE5lMRnR0NIcPH8bMzIxHjx6xadMm6tati0KhKEFauLi4oKenJ5ISQUFBzJ07Vwzq//zzT5EU0JAZM2bMYO3+PQzYtZFx5w6X+df6hwlYKK2wsLAgODiYmJgYnJycMDY2JiIigtq1a4tk2F9Jmo//TExM8PX1JTMzk86dO+Pg4EBeXh5yuRx7e3tUKhU9e/YkLCyMsLAw+vfvLx67zMxMZsyYwbt374iPjyc1NZW6devi6OhI8+bN0dbW/qprAj7cJ507d0ZHR4eKFSty+PBhWrRogaurK4sXL6Zdu3YYGhpiZ2eHTCbD2tqaW7dulVjH27dvqV27NuXKlRPJfw0J6uTkxG+//cb9+/dZsmQJzZs3x9TUFG1tbTF4f/ToEfCBNGnWrBmenp4iKdCmTRt0dHRQKBTExcXRvXt39u/fj5WVFQsWLPiqfdTg6NGj+Pj4YGRkxKFDh3j79i3+/v7MmzdPPBZ37txh06ZNjBw5ksaNG+Pq6iqS/vHx8XTo0AFDQ0PMzMzIy8ujffv2REdHY2pqip6eHiqVChMTE7Kysli9ejW//vorAwYMoG7dusCHQL1q1aqMHDkSgAEDBlC7dm3xHff06VN++OEHPD090dLSwtbWlqFDh2Jra8uNGze+el+zsrKYOHFiqc9PnTqFVCrF3NxcJJzq1q2LpaUlQUFB9O3bl82bN5ORkYGtrS0rV65ErVZz9+5dpFIp169f5/79+4wYMQJbW1ssLS0xMjLCz88PBwcHvL29mTZt2ifftWfOnEGhULB79+4Sn2/ZsgUzMzOMjY1JSEjA09OT9PT0UsTD1+LcuXP06tULOzs7AgMDGTt2LDNmzMDKyoqhQ4eKz4GZM2fi5eVFcHAwQUFBrFixQiQcNUTWx7h8+TJubm7k5uZ+kugHuHfvHklJSfj5+fHLL7+wY8cOkVBr06bN39qnfwQODg7Exsb+n2/3X4lHjx5hbm4uJsS+4zv+2/GdGPmO/wyoi6DgEDwb9ZfAqDu8XAjvb//9Vf9PcGZra8svv/wCfJj8bd++nYEDBxIbG4uZmRleXl60bNmSefPmMWXKFKysrBg4cGCpTP0/ipcvXzJ06FDMzMwwNzenQoUK7Nq1C4ApU6bg4eHxYSKiLoY3+fCkR5kBY9HDTvwwthpGRrpiJrRbt240adIEBwcH1q1bVyLb8+LFC5YvX069evXEDHl2djYPHjzg9evXzJo1CxMTE4yMjGjSpAlbtmz55L4XFxeTmZlJlSpVePLkCfn5+bRu3RorKysCAwPp0aMHCxcuZNGiRQwdOpTWrVtTo0YNvLy8MDY2xtLSksDAQGrXrk2nTp0YO3Ysq1at4ujRo9y/fx+1Wo2fnx+nT5/+h493o0aNcHZ2Bj5M/ExNTbGwsGDv3r1cv36dRo0aoVKpmDNnTiklS1ZWFsOHD/+Htv/q1SuGDRvGtGnTOHl4yt8iB17cHVDmuufNm0dMTMxXj0WtVrNhwwaioqIwNTWlYsWK1KxZk8DAQIyMjNDS0qJixYq0bt2abt26IQgCAwYM4N27d59d79OnT8Us6/79+4EPQW9KSgq+vr5Ujfx7xMitM5liEKunp4etra0Y+Hh6euLj44NCocDAwAADAwP09fXR1tZGpVJRpUoVEhISqF27NikpKfj5+SGRSPD19cXJyQkTExPxvtHV1RUD5YCAAPT19TE1NaV+/fq0bduWHj16MHDgQMaOHcvMmTNZunQp8+bNw8PDgxo1anDq1Cnu3r3Ls2fPylRDnTlzhk6dOqGnp4eDgwNLliwpkTVMTU1l8ODBWFlZIZVK8fb2xt3dnWPHjrFs2TLkcjlz584FYPLkydjY2HD48OFS53bZsmXY2dmRlpbGnTt3gA8TVy8vL8aNG1dqXLNnz8bY2Fgkfm1sbPj555+ZMGECKSkpGBoaoqenh76+PnK5HCcnJ6ytrRkyZAj169cXFRna2tq4u7vTpUsX+vbtS3x8POXKlUMQBMzMzKhatSoSiYTIyEhsbGzw8fGhf//+rFixAqVSKS4rCAKVG9X7JCHy8d/088e4cPM6ffr0QU9PD3t7exITE3FychJVIlpaWmhpaWFmZoZSqSQzMxN3d3e8vLywtrZGS0tLXPZjRZKG4NOoSzIzM5HJZAQHB4vHbvz48WRlZQEf7vFKlSrRs2dPRo0a9UHxoq/P8ePHP3vf/BVr1qzB0NAQLS2tUgRYs2bNqF+/PmZmZujq6tKjR49ShG5hYSGpqalERkZSsWJFwsPDmTt3LjY2Nri6umJhYUGdOnWYPn06u3fvRltbm2nTplG7dm1u377NsWPHcHV1pVWrVuK6L1++jI6ODtOmTWP27Nno6OgQExODQqFg69atX71vr169onv37lhbW7NixQp8fHw4c+YMAGfPnkUul3Pt2rUSv/nzzz9p27YtNjY2LFiwgNOnT9O8eXO0tLSQSqWoVCrMzc2JiIigXbt2DBs2DFNTU3766Sfatm2LkZERYWFhuLi4IAgCjo6OJCUlUa1aNVxdXdm/fz8HDhxALpd/ksS6ffs29evXFxWd5cuX54cffvis2lCDYcOG0atXr1Kf9+3bl+zsbAoLCxk6dKioxMzNzWX79u0kJCSgo6ODoaEhDRo0YOnSpTx58oQmTZrQp0+fEusqLi5mx44d1KlTByMjI6RSKTKZjHLlyiGRSOjUqRMXL14ssT/29vafJLvv3r2Lv78/FStWxNHREblcjqurayki7lO4d+8e48aNIzAwEFtbW3Jycjh37hzPnz+nWbNm4nNNg23btqGnp4ednR3Lli1j5syZKBQKcnNzyyRk9u7di1KpZPbs2V81nr+qR86ePSvOQb6kXP1n4ujRo9jY2GBpacmff/75f7bd/wuUL1+effv2/buH8R3f8U/Bd2LkO/7zUPwM3t+A93dA/fmA7EsoKioiKysLX1/fz77Y379/z8mTJxkzZgzOzs7o6upiYWFBSkoKY8aMETNb/wjevHnD2LFjkUgkmJubExgYyPbt20tJVUu9rItfMXJgPH/eHkPRn+O4db4vU0bXwt7WrMSE3traGoVCwaxZs9ixYwdeXl4kJiaWyi6r1WqSkpJISkoiKioKPT09dHV18fb2ZsCAAVhZWbFx48ZP7kdxcTFNmzbFx8eHBg0aYGFhQXh4OGPHjv1sJvvj7T969IgTJ06wdu1aJkyYQNeuXalbty4VKlRALpdjaGiIsbExgYGBZGZmMmjQIBYsWMCuXbu4du3aFwP1j6FQKOjc+X8VF+/evSMxMREtLS3S0tIoLi7m6NGjREZG4ufnx5YtW8Rlt27dSnh4+Fdvqyw8ffoUXV1dDAwMKB+g+lsEwckD/UtNpt6/f4+rqyt79365vKws3Lhxg549eyKTyUhKSmLr1q1Uq1aNAQMGMHz4cIyMjDA1NcXV1RUDAwPc3NxITEykW7du/PDDD+zatYu7d+9y48YNjI2N0dPT4/btDwTm8ePHcXZ2Ji4uDrlczuzZs3j7YNg37/cP4xNKlLyYmJigq6uLk5MT4eHhxMXFERsbKxIZWlpamJqaUr58eVJTU8nJyWHGjBls3bqV8+fPI5PJRCl8//796d+/P61ataJ8+fJi0KbZjp+fH4sXL2b69OmMHj2afv360a1bN1q1akX16tUxMDDA2dmZoKAgPDw8sLGxwczMDG1tbYyMjFAoFMjlcoyMjNDX18fS0hJLS0uaN29Op06d6NOnD8OHD2fKlCl4eXmhr6+PiYkJOTk5nDlzhilTpiCTyRgwYABnzpzB29ubzMxM3rx5w88//4xcLmfVqlUAnDx5ksqVKxMYGFhigvry5UtCQ0PJzc0t8xoICQlBJpNx+/ZtCgoKSpVoXL58GRcXF5FA+JhE0NXVxc7OjrVr14rPz+7du2NkZISjoyOTJk1i37592Nvbo6+vz8CBA6lWrRq+vr5MnjyZbt26YWBggEQiEddp6+3BmNMHvooYGXfuMP3z12Bm/uGY6+jooFQqsbOzQxAEIiIimDJlCtu2bSM3NxcXFxfatGlDSEiIWGajUV9oAu26deuSkpJCUFCQWJLzV5WJqakpHh4eVKhQAVtbW+bOncvBgwc5e/asSLgtXLgQlUqFtbU1GRkZZZZI/BVv376lV69eyGQyzMzMqFGjBnK5nNGjR/P27VvCwsJEMldXVxdfX1+kUildu3blypUrwId3x6FDh/D398fCwgJ9fX10dXXFDL2G6NaUFmhpaYnP/06dOmFlZcWPP/5YYlyenp54e3tTXFxMWFgY9erVw8jICFdXV86dO/fF/YIPZRsuLi6kp6eLypSwsDAOHDggLjNhwgTCw8N5//49arWaBQsWYG1tTceOHXn69Clv376lTp06aGtr07dvX/F3jx8/Zvfu3UyaNIlWrVphYWGBgYEBjo6OhIeHY2JigouLC61bt+bs2bNMnjwZY2NjUlJSCA4ORltbGzMzM6pUqULbtm2ZMGEC+fn53Lx5s4Qa4fnz55iYmGBqaoqjoyPm5uZERkYyadIkkYT8K+bPn0/Tpk1LfKZWq/Hw8ChBDrx+/ZouXbqI5YEODg6cOHGC27dvM2PGDGrXro2JiQn6+vr079+f06dPl1ni8uDBA0aNGoWdnR1SqVQ8TxYWFsTExLBkyRJ8fHwYO3bsZ8/Xq1evSElJITIykrlz52Jvb4+Ojg7Z2dllqitfvXrF4sWLiYuLw8LCgoyMDHbu3Ck+Sw4ePIizszOtW7cWS7pu3LhBkyZNMDAwIC4ujrNnzxIVFUVISMgnEyKLFi1CoVCwffu3q4c/Vo907twZLS0t4uLiSpSY/SsRHx/P9OnTyczMZMCAAf8n2/y/Qk5OTgk13Xd8x38zvhMj3/H/LF69ekVSUhLVq1fn2bNnX1z+4MGDuLi40LJlS168eMHt27dZvnw5WVlZBAUFieU3ubm5bNy4kSdPnnzVON6+fcvkyZOxtLTEzMwMX19ftmzZ8tW1u3fv3kUikdCjRw8xiN22bRsqlUrMaubm5lJYWMipU6cICwsjNDSUw4cPM3z4cGQyGUOHDuXt27eo1WqGDh2KTCbDxsaGChUqMHr0aObNm0d6ejoWFhYEBARgYmLCzz//XGIcmrIcBwcHdHR0iI6OZvr06V816f9WvH79mtTUVDp37sysWbPo27cvTZo0oUqVKjg6OqKvr49KpSIsLIyGDRuSk5PDtGnT2LhxI2fPnuX58+cAPHz4EEEQuHnzZqltbNy4ERMTE6RSKQcOHECtVrNu3Trc3d2Ji4vjzJkzvH37FnNzcx4+fPi39+X27dt4eXmJgdWB/AbfTBB075KORCIhPT2dXbt2UVxczKJFi4iKivrb49JAoxby9fVFoVAQGRmJl5cX/v7+zJw5E/gQSF28eJH169czevRoWrVqRWRkJJaWluJ+1ahRg7y8PJo1a4ZEIiE6OhoHBweUSiU6Ojqk1/f+pn1+90cWzo7mCIKAoaEhvXv3Ji8vj/j4eMzMzKhUqRIDBgxg9uzZyOVyVCoVL1++5NGjRxw7dowVK1YwfPhwWrVqRbVq1UQlgbm5OdHR0Xh5eZGUlMSyZctIS0vD3d0dLS0t6tevT15eHtra2oSGhrJ8+fISMuEFCxagUCjKJA+Li4vZvn07DRo0EEvXpk2bxsiRI5FKpcycOZO5c+cyceJEhg4dSk5ODhUqVBBVF+XLlycsLExUtVhaWor3uJmZmZhZ9vPzIzQ0VCwrMjQ0JDY2lv79+zNu3DhmzpzJwoULCQoKombNmhw7doyLFy+WULWcPHkSBwcH5HI5Dx484MqVK7i4uAAfSmxq164tkjWac2xoaEj58uXJyclBW1sbGxsb9PX1MTY2RiKRkJaWhpubWymlRNeuXcXjuWDBAhwdHQkNDRWJyJo1a2JpaUnLyaO/mhTR/PnHRovjCw0NxdLSksWLF5fY/m+//YaTkxPwITD19vZm9+7d3Lt3j/j4eCIiIkhJSRFJa5VKhSAIGBkZIQgCFStWxMzMTPQ00dbWFhUEGtJIT09P/LemTKJdu3ZUq1YNU1NT2rZty2+//VZmlvrcuXMEBASQnJzMw4cPOX/+PPb29vTs2ZOkpCRcXFwwNjYWn0NhYWEEBQVx8+ZN2rVrh6mpKUqlEjMzM8qVK0enTp2oVq0alStX5vTp01hbW+Pi4sKlS5cA2L59ewmyR0dHh8jKody9fRaKX8D/vJumTp2Kjo4O165dY8GCBSiVSry8vLhx4wbz5s1DLpczZcqUT77Lnj59SqtWrbC3ty/1PomLi2Pz5s0l7p3q1avTqVMnIiMjCQ4OFq+jS5cu4eDggIGBwRe9jrZs2UJgYCBXrlxhzZo11K1bFy0tLSwsLDAyMsLY2JiKFSsyduxY2rZtS3h4OLdu3WLHjh1MnTqVrKwsYmJisLW1Fcn5tLQ0Bg0ahJmZGZs2bRJ9KsLDw6lduzZSqZRKlSoxZsyYEsmBLVu2UL169RLjO336NE5OTiWO2cuXL8nOzkYmkxESEiKWLWmIz+LiYoKDg8nOzqZz5864urpia2tL69atWbduXangXuPpUbduXYyMjJDL5aJK1MTEhOHDh4sE1adQXFxMTk4Obm5uXLx4kZEjR4rlsX379uXu3bts3bqVpk2bIpFIqFmzJsuWLSuhhCssLKRfv34olUrWr18PfFCwde3aFalUSoMGDXB1daV///7IZDImTpxY5v2hVqsZMGAATk5O/Prrr58d9+egVqtZtGgR5ubmWFhY4OvrS0BAgEjo/6tw8OBBHB0deffuHb/99hsymYynT5/+S7f5f4nt27cTFhb27x7Gd3zHPwXfiZHv+H8Sf/zxB8HBwWRkZHxRXVBYWEj//v1RKpWsXbv2k8u9ePGCbdu2MWDAAKpXr46ZmRne3t60atWK+fPnc+XKlRKTncLCQmbOnClOSry8vNi0adNXEyJqtZqdO3dSvnx59PX16d69ewmpcfXq1YmJiaFz585i7TR8mNDMmzcPpVJJ+/btOXnypGgiaW9vj7a2Nq1ateLChQultvn27Vs2btxIdHQ0Wlpa+Pr6Ur9+fbH0ws7ODm9v76+W1f4jGDhwIP369Svzu/fv33P79m3279/PkiVLGD58OG3bthUl/CYmJkgkEqysrNDV1aVjx46MHj2alStXcvjwYe7du0dxcTEFBQXUqFEDLS0tmjVrRnFxMYWFhWIpVYsWLYiPjy/lzfAlvHv3jjVr1pCQkIBUKiU5OVmclE+b1B31k65fTRA8vDEJ+JAZnTRpEn5+fri6uiKXy0sY+/2j0JBmGgm3gYEBBw8e/OTy06dPFw1NmzVrxqxZs0TDX41nxF8z7msXJX71fndrHyT6ihgYGJCcnCxK7wsKCtiyZQsRERHo6upiYmKCiYkJ2dnZn53knjlzBrlczubNmwkMDCQlJYX69evj5+cnjtXOzo6UlBSsra1JSEjAz88PKysr+vXrR/v27XF1deX8+fMl1nvr1i0GDRqEk5MT/v7+TJo0SfTHuXnzJkqlspSyR5OVtbOzE8s1ykJxcTEjR45EJpMxfvx4+vTpg4WFBQkJCZiYmGBmZkZoaCgjRowooWrRkFJVqlQRDZJVKpWoatEcN8197ubmJpYjac6XRCIhLCyM3r1706lTJzFbrvF8EASB2rVrM2LECHr37k1kZCSCIBAQEEBWVhYrV64UTTDPnTuHSqVCX1+fSZMmiaWEgwYN4s2bN7wqfPfNpMi4c4dp9cN48TpRKBSMGTOm1DEsLCxEX19fJLgmTpxIeno6M2fOxNfXV8yCFxcXs2HDBkJDQz+Qeenp6OjosGrVKgYNGiTeGzo6OmL5lYYE0ZAmMplMHI/G2Fcmk2FgYCCSKLa2tkRERNCwYUOqVq2KiYkJHTt25Pjx49y/f180Vi5Xrhzdu3dn2bJl6OjoEBUVxZ49e2jRooW4HqVSSVpaGq1atcLf3x9nZ2dGjx7Nw4cPadWqFREREeTk5BAfH49MJmPs2LEUFRWxePFitLW1SK/vycH8Bqgff3T/PR3Iu6frsVN9KMV48OABRkZGBAQElEgIXLlyheDgYGrVqlWKPF6/fj22tra0b99eJKo/xl+NSV++fEm7du3Q0tIiJyeHoqIi1Go1c+fOxdjYGJlMVuq++9T94urqypEjRygqKiIgIIBZs2ZRuXJlvL29CQ4OZtasWTRv3hxdXV0kEgkKhYKYmBi6du3KvHnzOHHiBG/evOH58+ccO3aMRYsWiSVbHh4eGBgY4OTkhJeXl1h+161bN5o2bYpCoaB8+fIMGzaMDRs24OPjU2J8ffv2pWfPnsCHZ+7atWuxt7enadOmop/RH3/8QUJCAtra2jg7O9O7d29CQ0NFBYtareby5cuMHz9enIvExsYyYcIEUT2kwcOHDxk1apSo6jMwMMDGxgZjY2OaNm36xXKvOXPmYGVlxc6dOzl79ixKpVL0Z5LL5fTq1atMH6arV68SGhpKjRo1uHfvHq9evRKTMh07duTy5csoFAqcnZ2pWbNmmckL+DAnSU9PJzQ09LN+T9+C1atXI5FI0NHRISsrC1tb2xIKnn82qlWrVqL0p1mzZgwePPhftr3/a7x58wYTE5OvSkB+x3f8p+M7MfId/8/h/PnzODk5MXjw4C+SEFeuXCnx8v4WaOTjkydPpmHDhtjZ2WFlZUVKSgoNGzZEKpWKsuuffvrpqwmRV69eMWPGDHx8fMSJ3JQpU0otp1lfQUEBbm5upTLYN2/epGrVqujp6WFiYiKWHPj5+X12X2/fvs2kSZPE4MfR0VFUVnyLfPofxezZs2nRosXf+q1arebx48c4OzsTHBzMxIkT6d69O/Xq1SM4OBgrKysMDAxwdXWlWrVqVKtWDV1dXUxNTZk2bRpXr17lwYMH5ObmYmJigre391eZxl68eJHs7GysrKyIiopi8eLFvH79muLiYmxtbUlLS6OoqIh5P7T8KnLg6PYmqItLlnCp1WqGDBmCUqnE0tKSpKQkNmzY8A974WjKLnR1dVm4cCHW1tbI5XJRofTx9duhQwe0tLRo2bIlNjY2omeOoaGh2IXE29sbGxubEsSIoaEuK+fW/Ow+v3/Qieys8iV+17x5c0aOHIm1tTX169dn+/btREZGEh0dzZ07d/j9999p3bq1WL7i5eVFly5d2Lx5c6kOAJUrV2bNmjVERESwb98+rly5gpOTE6NGjSI2NhYTExOmTZtGQkICPj4+xMXFieUZgiCgUChISkqiX79+dOzYkZCQECwsLGjfvj0nTpwocZzevn1LSEhIqWD99u3b+Pv74+joSFhYGGPGjKFVq1afPT+nTp3C29ubqlWr4uDggKGhIZmZmTx9+lT0TXj69ClqtZqsrCyioqIoKCgoc13Pnz/HzMyM3NxctLS0MDD4X/NmCwsLmjRpwrhx4xg6dCi9evWiXbt2REdHi+aqGjNVTXBhYGAgdtHR09PDyckJOzs75HI5enp64nMwNjYWPz8/sSRl1KhRhIeHo1QqGTVv1t8iRsae3Cd6b5QrV+6Tz1lHR0exjOrJkyeYmpoik8lEFcXH2L9/P76+vlSpUgVBEOjcuTO///47devWxdjYmBMnTlCrVi309fVp0KABjo6OxMXFkZaWRkBAAMbGxiW8caRSKU5OTqLaTVdXV/QhMTY2ply5cgQEBODu7o5UKsXAwAAXFxciIiKQy+UolUqR6NWQMZaWllSsWLGU+eTRo0fFLH5GRgapqak4OTnRvHlz0tPTcXV1JTQ0lHZt0jm8teFn78Wn19vx/PER7OzscHJyKvN6evfuHb169UKlUrFt2zYePHhAw4YNcXd3Z8+ePZ+8nlu0aCF2elu7di0ODg40bdqUWbNm4eHhwe+//06DBg2QSCT4+fnx4MGDT67rrxg9ejTNmzdnxowZVKlSBbVazeHDhzEwMBANlatVq8aYMWNQq9X8/vvv5OfnM2rUKJo0aYK/vz+GhoZ4enpSv359Bg8ezPr16zE1NeXp06cUFhZy6dIl1q9fz+DBgwkNDRVLkszNzfH19aVcuXIiCdm5c2dOnz5NcXGx6LFx/fp1EhMT8fLyKmWCqsGVK1cICQlBEATc3d0/qZZ48eIF69ato1WrVqhUKtzc3OjSpQtbt27l7du39OzZk4iICPLz80lNTRVVJBqll7+/P4sWLfpkufDKlSsxMTHB1tYWOzs78bnVt29flEolCQkJ7NixA7VajVqtZs6cOcjlciZPnszbt2+ZMWMGKpWKhg0bcvXqVV68eCEa8K5YseKT9+zjx4+JjIykXr16/9ROLmfPnqVcuXIEBQVhZmZGw4YN/+mJBg12796Nq6trCdXhpUuXkMvlZRKG/62IiYkRVUHf8R3/zfhOjHzH/1PYtWsXVlZWLFq06LPLqdVqZs2ahUwmY/Lkyf+0lnRTpkxBKpWKXTAMDQ2JjIz8qvKb69evi3La2rVrs2PHDoqKilAoFJ/Mpmiwbds2nJyc+PPPP9mwYQP169fH3NycunXrMmbMGEJCQnBycsLX15ecnBxx0qKRrV6+fJkRI0aIngMZGRn89NNPdOnSRcxsBgUFkZmZiZWVFUFBQQwbNqzMoOKfhfz8fOLi4v7274uLi9HW1i4h1/4Yb9684dKlS2zbto3Zs2eTk5ODtbW1GLTp6elhY2ODr6+vaMjYsGFD1q1bx5kzZ0Qp7KtXr1iwYAGVK1fG2tqaXr16cfny5VLbe/z4Me/fvycrK4vIyEiePjzIb7+0KDMgeX23I/lr2jOgf59S6ykuLsbb25utW7fy8uVL5s2bR0REBDY2NuTm5v6tDkpv3rwhOjqaVq1aERgYSMOGDRk8eDCvX79m9uzZ+Pn54e3tzbhx48Tj4eHhUcKHQVNOULNmTUaNGsWQIUOwtrYmKyuL7t27IwgC9vb2PP3zT96/OcfLe+MofvS/ypkXtzqwZGYS/j5WJUiR2NhYYmNj8fT05ODBgzRu3BgtLS0CAwNLqJ6Kiorw9PQkPz+f48ePM3ToUCIjIzE1NaV69eqMGTOGs2fPsnDhQuLj43F3d2ft2rXY2NiI2bzLly8jkUhwcHBg8+bN2NnZcfHiRTw8POjUqRPHjh0jJSVFzP5bWFjg6uoqdjooV64ctWrVonPnzkycOJGaNWsSExNToi7/yJEjWFtbY29vT1paGgUFBaxatYp69ep99hxdu3ZNbKuqUChYt24dcXFxREVFcffuXbp06YK3tzddu3YlMDCwVPauqKiILVu2iCSCpoW1IAgolUpUKlUJckatVnPw4EHat2+PXC4nMjKSWbNmcezYMSwsLLCxscHb25uGDRuSlJTEmzdvGDVqFGlpaZw/f54jR46wY8cO1qxZw4gRI2jUqBGBgYFiaY6GXNE8l0KTE/8eMXLmIGZmZpiYmBAUFER0dDS1a9cmPT2dDh060KdPH8aMGYOnpyf9+vVj69atbN68GSMjI1JSUvj999959uxZCWJx8eLFpKWlMWfOHDHws7S0JD4+Hj09PbELVO3atTEyMkIikbBs2TKRpFi7di0RERFIpVLGjBkjlofY2NiUaBusITnc3Nzw8vLC0dERU1NTDA0NRSNeTZmVrq4uQUFBeHt7i6oebW1t/Pz8aN68OXl5ecyYMYNNmzZx9uxZrl69yrBhw0RFkqaFtYGBAQ72Vvx6sOnXlbTd70T1qs5fLJncvn07lpaWGBsb06NHjy92MuncuTN5eXkkJibi7e1dgkSpWbMmZmZmWFtbk5yc/M1dUR4+fCjeJ6dOneLt27f4+vqycOFC+vXrh1wux8fH57Nk8rt37zh37hxLly6lV69e1KxZU/QwCgsLo23btkydOpV9+/bx9OlTCgoKmDJlCiqVitDQUHr27ElWVpb4PtHS0hLnBcHBwWLXnC+VVGjMjL29vdHW1qZq1aqf7XakVqs5deoUw4YNIzw8HENDQ0xNTRk3bpzohfLw4UPGjh2Lo6OjWIpnaWmJubk5OTk53Lp1ixcvXjB//nyqVauGpaUl9evXx9bWlh49elBQUEDHjh3x8vLi3LlzzJkzB29vb3x9fQkODsbPz49z586xevVqsW28RpmyYcMG8Xn5OU+yK1eu4ObmRq9evT7beebv4O7du9jY2IikRc2aNfHw8BCNpf8Z80H4cC4qV65cpuK0cePG/7Cx+38SRo4cKZpRf8d3/DfjOzHyHf/PYNGiRVhZWYkdXj6Fhw8fkpycTGBg4D9Ur6qBJuOlMd5zdHTkxx9/pLi4mOfPn7N161b69+9PTEyMmNVs3bo1CxYs4MqVK2zfvp3k5GRkMhk9evQoUS5z8uRJPD09v7j9Q4cO4ebmhpGREZGRkcycObMECXP+/HkxQ9qpUycOHTpEhQoVxNpzGxsbOnTowI4dO0pkNt69e4e9vT1KpVKsYy4qKmLPnj1kZWWJxMHAgQP/KcfyY5w7d45y5cr97d+vWLECPT29b55UrVy5EkNDQxQKBZs3b+bAgQO4ubmRnJwstoF0cHDA2NgYfX19dHR0sLKyIiEhgeHDh7N8+XIOHTrE77//Xmrb/fr1IygoiGfPnjFixAgaNmxA8dsLrJjXmNMHe8KrlVBwkCGD+2BiYlKmOmfVqlVUrFix1OTtwoUL9OjRA4VCQdWqVVmyZMlXBRQaM1qNmqVt27ZYWFgwZcoUJk6cSOvWrcWuNZpgzsDAAHt7e4yMjHBwcCAwMJC4uDgePXrEu3fvyM3NRaVSkZ+fD3zotmFpaVl6Iqx+B0WPeHj/Ev7+vvTp04c1a9agpaUl+jgkJSVRoUIFMYjX1dUlISGBuLg4zM3NSU5OFiX2y5cvJzQ0tMSxef78OevWraN9+/a4uLhgbW0tdtCRSqWsWbOmxJDc3d0ZMGAAKpUKhUKBpaUlEydOZMqUKQQFBYktXadMmUJERAQODg6MGjWKmzdvcubMGdatW8e4ceOIjY3F2NgYDw8PDA0Nsba2xt3dXVQJpKSksGfPHu7cucPWrVuJjo4u8/y8fPmSPn36IJVKGTZsGAUFBWzevBkbGxuys7PJy8tDpVKxd+9eGjZsiI6OjujncPnyZXr06IGXl5cYYGvKsHr37k3VqlURBIH169eTnp7OwoULuXLlCv3798fFxQUvLy+GDRtWqkVpWFgYbm5uhISEYG9vT8WKFenUqRMZGRmiL81foTFdrlixIikpKdSpU0csQREEAc/win+LGBm4Z1OJ69LJyUlUrCgUCszMzEooYjRknoag0GT6NZ9pOhwZGRlhbm6OsbExCoWCsLAwPDw8xO5FDRs2xNraGqlUSo8ePXBzc8PZ2Znhw4czePBgEhMTmT59OtbW1pw/f15UsdWrVw83Nzfy8vIIDAwUy3I0ZVGaf2v+NIGrZozm5uYEBAQgCIJItKSmptK3b19atmxJjRo1RLWCqakp3t7euLm5lSAbxw+t8k1+P09vdv/QOe4TuHXrlqiwqlKlCkFBQZ8lzd++fUtUVBRGRkaMGDFCLHctLi5m1KhRWFpaoqOjQ926df92UOzp6Sn6HuTk5FCnTh1RHWJmZoalpeUX5wp/hb6+Pn/88Qd79+5lypQptG7dmkqVKmFqaip2RcrOziYzMxMbGxtiY2OxsrLixo0bvHjxgvDwcPT09MSW3DKZDH19fRwdHYmPj6dr167MnDmTvXv38uDBA65du4ZMJhOJkPz8fOzs7MQ2y18qXVizZg3W1tZMnDiRxo0bI5PJ8Pf3p3fv3uzfv5/CwkJ2795NgwYNxPFo2mvr6OgQFhbGypUrRaXQ48ePiYqKIjk5WVS2WllZsW3bNvLz85HJZNjb24tlu35+fmzduhW1Ws29e/dITU3FxcUFe3v7z5YtazrPzJo165vOz9fi9evXGBoaolarCQgIID8/nwULFiCTyURly6fUdt+CrVu34unpWaZvyvnz51EoFP9n5q//apw4cQIvL69/9zC+4zv+YXwnRr7jvx5qtZrBgwfj5OT0xRpkTUCRk5PzD3eZUavV/Pzzz7i7u2NsbIydnR3Lly//7ETu/fv3/PLLL4wZM4YKFSqIk9/AwECGDx/OkSNHSniijBw5kk6dOpW5rsuXL5cIYHJzc7G0tCwVTBcWFhIcHMzUqVPJz8/H398fHR0dZDKZWHfepk2bMruepKWlERMTQ6VKlcjJySk1huLiYg4cOEDXrl2xs7PDy8uLvLy8T7rmfwv+/PNPzM3N//bvY2JiCAwM/Fu/ffnyJVWqVEFLS4t27doxePBgunTpwuPHj2nbtq0YPGVmZrJ161bWr1/P5MmT6dGjB6mpqYSGhqJUKtHX18fFxYXo6GhCQkKQSqVMmDCB9evXI5VKOXXqFAC///47SqVS9PTYuHEjOjo6pbK0xcXF+Pv7s2nTpk+O/d27d6xevZr4+HikUikdO3YUt/MxHj9+zN69ewkJCcHd3Z3k5GTKlSsndh7RGPzp6+vj7OyMnp4ecrmcI0eO0LhxYwRBwNLSEqlUysCBAykqKuLy5csEBweTmJgoSt9PnDiBQqH4Yg33o0ePCAwMJCMjA11dXU6ePMm0adPw9PRk27ZtuLq6Urt2bXx9fXF3d6d169bi9avJylapUgWZTEa7du3Yvn07t27dKnU/Xr16FW9vbwRBwNjYmODgYPr27cvevXspLCykW7duDBw4kPT0dARBQKVSIZFIaNSoEdu2bSu1vhMnTtCsWTMsLCxo06YN586d49dff0Uul4ueKO/fv6dLly5YWlpiZGREnTp1aNKkCeHh4djY2Ii1/wkJCXTo0IGxY8eyZs0ahg0bho2NDenp6aWyxA8ePCApKYmgoCBmzpyJRCLBzMyMxo0bi+vT0tISDZvXrVtHYWGhaDqsCZhMTEx4+PAhLi4ueHt7o1Qq6dq1K7/88kuZ97CmnvzevXskJCTg7+8vtvK1sbFhy5YtHDhwgAULFpCXl0ejRo0IDg4WzS8NDQ2pVq2auO9imZWpCSNP7PlmYqTZuGHiOmQymeinYmBgIF7Xubm5pKam0qRJE3JzcwkKCuLkyZM4OTkxfvx41q1bx8KFC5k8eTIDBgzAx8eHSpUqoVKpcHFxwcjICG9vbxwdHUuQLB8TMppW5xrCRUdHB2NjY9GLRKMS0bQ+ViqVyGQysfxMS0sLa2trvL29RaNRS0tLvL29MTc3F+9TQ0ND0Rz2rz4+GtKkfv36DBs2jDVr1rB161bGjBnzUVcdPV7cav/t3bHelX6GFBcXM23aNORyOUOHDqWwsBC1Ws0PP/yATCZj9uzZpa6h7du34+HhQbly5WjTpo34+R9//EH16tXx8/NDLpfTo0cPrK2tv6mERoNz585hYWGBi4sL+/btw9ramocPH6JWq0lJSSEvL4+dO3diZWXFggULvnq92traZapMiouLuXbtGuvWrWPQoEGkpqbi7u4uklmWlpa4ubmJHXWKioo4ffo0/fr1w9vbG2tra5KSkmjXrh0ZGRmEhYWJXYUcHBzIzMxk9OjRbNy4katXr7JgwQJRmdq+ffsy5zKaNsS//PKL+FlRUREHDx6kb9++BAYGIpVKRWPZZs2aiQatGpNnIyMjVCoVEyZMEEtJ3717R0ZGBkFBQdy5c4dt27ZhbGyMhYUFM2fOpGbNmtja2hIeHo6lpSVdu3ZlxIgRKBQKevfuTa9evahTp06JsX5MmGta627btu2rz8u3Qq1WY2BgwJs3b5g/fz7x8fHAByVJjRo1sLCwwN/f/x/yNFGr1VSsWPGTbZEBGjRowOjRo//2Nv6TUFxcjEwm+2SHpu/4jv8WfCdGvuO/GoWFhbRo0YIKFSrwxx9/fHK5169f07FjRxwcHD5Zz/st2LlzJ+XKlcPY2BgbGxsWL15cZlbgr7h27Rrdu3dHJpORnJzMjh07uHHjBkuXLqVDhw5iR5gqVarQu3dv/P39WbZsmfj7hw8fMnnyZDHw7tq1awlfg+nTpxMRESEGb+/fv6d58+bY29ujUqnw8fGhX79+LF68mODgYCpXrsz+/fvp0KED1tbWLFy4ELVazfv372nUqBFxcXG8efOGx48f4+HhwbRp0z65b8XFxRw5coTs7GycnJxwc3MjNze3lO/C10KtVmNsbPxV3h5lwcTEhFGjRv2t32qwZMkSDAwMMDc3FzPIaWlpbNu2TcwGN23a9JNmtAUFBVy5coUePXoglUrp0qULzZs3x8nJCVNTU/T19VEqlYSGhhIeHo5EImHUqFHUrFmTgIAAOnbsWOLYrVu3jgoVKnz18bxy5QodOnRALpdja2tLpUqVxHIpc3NzsV1p27Ztadq0KZGRkejr66OlpUXXrl3ZuHEjS5cuRVdXl8qVK1NYWMicOXPEVrUSiQRnZ2e8vLxIT09HJpMxdepUcXw3b95EpVJ9de3xkydPsLGxwd/fn+LiYoqKioiIiEBPT0+cYBYVFTFq1CjkcjlLlixBrVZz//592rdvj5mZGZ6enlhYWFC1alVUKhVGRkb4+fmRmppKnz59aNmypahUeP36Nbt376Z3796UL18eiURCUFCQqCKwsrJCW1v7s0SUBvfv32fQoEFYWVlhbGxMly5dKCoqEjssOTs7o1AoyjS0/fXXX1GpVGzcuJFJkyaRlpaGpaUlhoaGGBoaIpfLCQ0NpVGjRvTp04fZs2ezc+dOrl69SlZWlmh2qymv8PLywsLCgj59+ojn4s8//yQ7OxsDAwOio6N58OABs2bNQk9PD4lEgrGxMQsXLvyiV82OHTsoX748u3fv5ocffsDf3180cdUQVBUrViQ9PZ0BAwawePFi9u/fz8qVK8XyBnt7e0JDQ7G1tRWJA0EQaDQ075uJEe/KYSXUIEqlEkNDQ6pWrcrAgQOZM2cOgwcPJiwsTCzjsbW1JSEhgapVq1KpUiUOHTpUoqQhJiaGrVu3EhAQwJEjR5BIJGKAfvPmTQRBwM3NjVmzZqGjo4NKpaJXr17s27ePXbt2Ua1aNZFM6dixI7a2tmhpaYlqHY0pq5WVFTY2NigUihKKLE33D3Nzc7HsSRNkf0yE6OnpiUSm5nON8uWv5I3mL7W227eTIk+6sG1tY2rVqkX79u0ZNmwYo0aNwt/fn6CgoDLbq54/fx5/f3/q1avHkydPuHfvHo0aNcLJyYmffvqJ6dOn07ZtW+CDEsLa2pq6desil8tFpVnv3r1JSkr6pveHWq2mWrVqTJ48GR8fH2xsbFi3bh0AP/74I15eXiKRcOHCBZydnenXr98Xt6FWqxEE4ZvG8vLlS5Eg0dyjZmZmSKVSoqOj6dKlC3PmzGHFihX069ePgIAAlEol7dq1Y+zYsdja2rJt2zZmzJhB165diY+Px9HREUNDQ3x8fPD39xcVKG3atBHflZcuXUKpVIrHsSzcvHlTLB81NjbGwMCAwMBABg8ezOzZs0UViYaAMTAwIC0tjYsXL6JWqxk5ciRWVla4uroSHR2NRCLB0NCQcePGicd3165d2NnZYWpqQK/udTm0ZzIt0oO4f+9/1aWXLl1CEASmTp36T+k887WwsbHh7t27FBQUoFQqxbLMjw1/JRJJCWLpW/Dzzz/j4+Pz2USZxsz2n+mf8u9E/fr1mT9//r97GN/xHf8QvhMj3/Ffi2fPnlG9enWSkpJK1PD/Fb/88gve3t6kpaX9wy3S9u/fL5YVKJVKFixY8MVAQq1Ws337dpKSkpDJZGRnZ3+2tlZTfpObm4uOjo5oeqYp30hOTiY/P/+TmauQkBCysrJo0aIFEokEXV1dcnNzS0mbi4qKmDFjBgqFgq5du7Jr1y4qVKhAZGQk8fHx1KhRo4Sc9Nq1a9jY2HyxXaJmn0+cOEFubi5ubm44OTmRnZ3NkSNHvmli6eHhwcWLF796eQ3OnTuHIAj/kEz1999/Z9iwYTg5OYlBS7169UpMdF68eEG/fv2QSqXk5uaWKW1eu3Yt1tbW4vH/888/kclkXL16laKiIu7evcuhQ4dYvnw5lSpVEsstXFxcxEDTx8eHmjVrIpfLadq0KcuWLePgwYPcuXOH9+/fc/fuXXbu3Mn06dPp0qULCQkJuLi4YGBggIeHB7Vq1SI1NZUKFSpgYmJCfHw8/v7+yGQyZDIZHh4etGvXjlWrVhESEoJEIuHWrVsMGzYMLS0t2rZty6tXr2jatClOTk7o6elRsWJF7t69y+PHj6lSpQoSiQSJREKXLl24evUqz549w8fHhwkTJnz1MS8oKEAulxMUFESjRo2oUqUKVatWJT4+niZNmpS4dk6ePIm3tzeNGjUS1U6PHj2iZ8+e6OjoULNmTe7du8eLFy/45ZdfWL58OXFxcZiYmODq6iq2wA0PD6dJkyY0bNhQzOpqTEjd3NzQ09PDzMzsq6/7evXqiQohBwcH7OzscHd3x9PT85P3vUYd9eDBA1q2bIlSqWT27NliZ4779+9z6NAhlixZQpcuXfD19S0RSH9MCgQHB6NUKpk6dSr+/v40a9aMkSNHolAoaN68OSYmJjRo0AALCwuqVKmChYUFT548QV9fX3ymvH//nuvXr4sEYPfu3alduzY+Pj5i2UflypXJyMhgyJAhpKamYmFhgba2Nqamphw7doyCggI2btxIZmYmcrkcS0tLLCwskMlk+Pn50blzZxo0aFBiH2T2tow4uuurSZGcFQtEhZFG3aF5JxgZGYmEQ3h4OO3atUNXV5dNmzZx9epVNmzYQL9+/dDT0xO9T1QqFdWrV0cikTBgwACMjIy4evUqtWrVElunLliwAG1tbdLS0gCwsrJiy5YtNG7cGKlUSnZ2Nr169SIzM5O4uDiRzDA3N8fW1pZ169Z98n2leSZbWVmRmprKrl27+PnnnzEzM2PNmjUsWLCA/v37ExERIfpdaMgRY2NjbG1tMTc3R1tbW+ye8zFpIggCfXuE/C1i5NeDTZHJZCgUCtEzw8jISFTJGBoaolQq8fT0JDw8nJSUFFq1akXFihXFjlwtWrTg5MmT3L59mx9++IH69evTvXt37OzsaNmyJfb29qLKCj6oE8qXL//J8qyysGbNGnx9fXn//j2RkZE4ODgA/0u6HjhwoMTyDx48oFKlSjRu3PizKtL379+jra391eM4deoUFStWRKlUkpubS25uruhlERoayvDhwxk9ejRNmzYV5xTu7u7UqFGDmJgYsbVuixYt2Lx5cwkl6evXrzl16hTLly8nLy8PT09P8RxLJBKMjIyoXr0606dPZ/fu3fzxxx+o1WqePn3K7NmzSyjrNK3q3759y/bt2+nWrRseHh6iUi0jIwMnJycsLCxEk2UvLy+aNm0qXn8mJib06tWLhIQEwsPDuX37NoMHD8bN1YaTB/qhfpJT6npSP5sA787Rpk0bdHR00NHRwcPD45/WeeZLKFeunKiuHTBgAO3atSvx/d27dwkICEBXV5fJkyd/07rVajXly5dn9erVX1y2Xr16jB8//pvW/5+KWbNm0bhx43/3ML7jO/4hfCdGvuO/Erdu3cLHx4esrKxPKjWKiorEgGDp0qX/0PaOHj1KaGio6D0xZ86cLxIiL1++ZPr06ZQrVw5fX19mzpz5WQLnr2MfPnw4SqUSCwsLwsLCaNKkCXXq1EGlUqFUKqlbty7jxo3jyJEjPHnyhFWrVtGoUSNxsjJgwADc3NxKKE7KwqNHj2jZsiUqlYr58+cTGBiInp4e3bt3LzXeo0ePIpfLv6m1nVqt5vTp0+Tl5eHl5YW9vT1du3blwIEDX6wfr1atGtu3b//qbWnQsmVLbG1tv/l3hYWFrF+/nqSkJLE04tixY6jVaqKjo8UWmX8t2bp79y4tWrRAqVQyZcoU0adl+/btKBSKElmnvLy8T7Zmff36NQ4ODjg7OwPQqlUrevXqxZkzZ8jJyUGhUJCYmEi5cuWQyWRitl1HRweJRIK7uzsxMTFkZWUxb948zp07x5s3b7h16xbz5s2jSZMmKJVKDAwMxEC6T58+otpKY1pYq1YtwsLC0NbWZurUqfz66694e3uTmJiIvr4+cXFxFBYWsnPnTuzs7OjWrRsFBQXcunWL3NxckXCpXbv2VympNFi4cCE1atRg4cKF6OnpERQUxLt373j9+jWhoaH079+/xPJv3rwhKysLe3v7En4BixcvRiaTYWlpSY8ePbh//z69evXC29ubO3fusGnTJry9valUqRJ16tTB1NRULGmRyWRoaWkhlUqpVKkSCoUCCwsLBEHAw8ODYcOG8csvv5R57U6YMIHy5ctTUFDA8ePHxVbdOjo6tGrV6pO+C2/fvhW32a1btxIE7vPnz/nhhx+oUqWKqMyQSqXUqlWLSZMmoVQqmT59Oj/99BNxcXEYGxvj7u5eoqWsjo4O9vb2GBgYYGhoSNu2bdmzZw/5+fliK2Jzc3MxcNN4yERHR9O6dWtGjRrFmjVrOH36NGFhYWzdurXUPjRu3BgDAwOxfMTU1BQvLy+RdNDV1SUvL48ff/yR+vXrY2lpKZrQarLpS5YsIb1LR0Ye/3JJzah9W5i7aKF4rxsbG1O9enV8fHzw9PTk1KlTbNiwgfT0dExNTcVjERQUxLhx40TflCZNmjBhwgSKi4u5efMmP//8Mzo6OjRo0EBs56pRBmpMQatWrYpUKhWfC1u3buXx48dMmzZNbP2spaWFvr4+7dq1Y9CgQSiVShwdHalWrdoX3x3Pnz+nV69eSKVSWrRoQURERKllmjRpgrGxMcuXL2fv3r2YmJjQtm1bqlWrJl4n2traJCYmkpKSIhIj/bJD/xYx8v7xEDZt2kS5cuXEEoFNmzaxatUq5s6dy/Dhw8nKyqJ+/fpER0cTEBCAtbV1CYNmjYfLx6SN5vrU0dHB0dGRgIAAwsPDiY2NJSUlhVq1amFoaEhGRgZ5eXmMGDGCyZMnM3fuXFasWMHGjRvZtWsXR48e5cSJE9jZ2bF69Wo2bNgglsH9/vvvZGRkfLIs9c2bN6SmplK5cmUePXr0yXtUX1//s+cNPpDlXbt2xcrKijlz5jBo0CByc3Nxd3fn+PHjFBUVsXTpUry8vKhUqRKbN29GrVZTWFjIr7/+yvLly8UySBsbG/T19TE1NcXAwIDg4GCGDh1apvnqmzdvSEtL+5/uXx+OV6tWrQgPDxe7RWmOcZMmTfjxxx+5fPnyJ6/Fq1evMmnSJGrUqIGZmRnly5cnKChI7KqkOXca8+lRo0ahVCrFe71p4+q8f9Tni9fV1FHVxHV9ylfrX4HKlSuLLdT/+OMPkSD+GGq1mj59+qCtrU18fHwJcupzWLt2LYGBgV/lj3Pq1ClsbGy+2WD4PxHXr1/Hysrqn2Ze+x3f8e/Ad2LkO/7r8Msvv2Bra8v48eM/+QC+efMmVapUoUqVKl/s6PI5nDp1isqVK2NgYIBUKmXGjBklzEnLwm+//Ua3bt2QSqXUqVOHXbt2fdWLQkMgZGdno1KpsLKyombNmqVKhNRqNTdu3GDGjBlER0eLZQGWlpYkJCSwZMkSOnToIHaM+Frs378fCwsLpFIpW7dupUmTJjg4OLBu3boS49+wYQM2NjYlTGK/BefPn2fQoEH4+flhY2NDVlYWe/bsKTOAbtq06d+SZtra2tKyZcuvXv7KlSvk5uZibW1NREQE8+bNK6U22bRpE+Hh4YSGhqKtrU2PHj1Kref06dPExsbi4eHBqFGjkMlk4uQLPpBQUqm0lJmlBu/fv6d69eoYGhrSp08fGjVqhJ6eHkqlEm1tbRwdHalfvz55eXksXryYY8eOcf/+fa5evcrOnTuZN28eAwYMoFGjRvj4+GBubi4GaZaWluLkVlM2NX/+fNLT07GwsCAlJYWuXbtSu3Zt0dRx586doild48aNMTMzw9XVlYKCAnJyclCpVGzZsqXEPqjVapo1a0ZAQAD+/v54enoyZcqUL5ZEqdVqgoKCqF69Om5ubuzbt4/q1avTqFEjCgsLuX//Ps7OzmVeD5s3b0alUpGdnc3bt2/F+u5p06bRoUMHDAwMsLGx4cqVKzx+/JjGjRuLCocePXowadIkFAqFaAg4f/58YmNj2bRpE5mZmahUKoKCgkqYwhoYGODj40OrVq346aef2LRpE1ZWVly/fp2VK1cilUpxcHCgbdu23Lhxg7y8PKysrIiPjyc/P1+cNG/ZsgUvLy90dXU5dOgQRUVFbNu2jUaNGmFtbS220w0ODmbkyJFiScedO3dwdHRk3rx5JY6FxrhQ00rXyMgIfX198e9jXwuNmkBD4DRp0oQxY8awd+9eHj16VOq59fr1a0xMTEoQpg8ePGD27NliWYzG5FUQBOLi4pgzZw41a9akQYMGVKpUCScnJ4YPH46npyf6+vqMGjWKS5cukZGRgb6+Ptra2qg83em48IcyCZGRJ/bQcEAu6//SnvzBgwesWbOGrl27Ym9vjyAIeHl50atXL+rWrSsanVpYWGBhYYGxsTHe3t60bt0aFxcXcV/v3LmDjY0N+/fvp1KlSqjVarZs2SIGfXXq1CE0NLSEt4ixsTGGhoaEhITQoUMHpFIpcrkca2trYmJiyM/P58WLFwwaNAg9PT3c3d0/WX73Ma5du0ZAQACmpqasXLmyxPmYM2cOtWvXxtbWlkmTJtG5c2fi4uJo1aoVxsbG+Pj4oFKpSqhFBEGgcarn3yJGLhzrjkKhYP78+V98nz158oQ2bdpgY2PD0qVLUavV3L17l6pVq1KuXDmaNGkiligqFArMzc2xsrISn3W+vr5ERkaSlJRE48aNxZbOXbt2pWfPnnTs2JGMjAzq169PzZo1iYqKIjg4GLlcLpZ/aK5tTRmIjo4OXl5ehIaGEh0dTa1atWjYsCGZmZl06tSJXr16ERkZiVwuZ/DgwSxZsoR169axbds2Dh48yOHDhzE0NOTevXs8f/681PtKrVazatUqbG1tadGihUiwzJkzh6SkJJycnEoct6KiIlauXImPjw/BwcH89NNPoqpDqVRy8uRJAJ4+fcr+/fsZNmwYERER4vveyMiIwMBAunXrxpIlS/jll1+Ii4ujadOmJCYmiu20zc3NiYiIYOzYsWzatInZs2fTvXt3atasKaoKvb29qVu3Ln369GHRokUcP368xPP61atX/PTTT1SvXl28nnR1dTEyMhLNWvX09MRrzKecI39caP3V11a/7FDxPpozZ84X74t/BmrXri2WWAFiS/iycPjwYUxNTZHL5Zw4ceKz6y0uLsbX15effvrpq8eSnJz8zaqU/1S4uLhw9uzZf/cwvuM7/ja0AITv+I7/EmzevFlo3ry5MGPGDKFevXplLrN06VKha9euQnZ2tpCdnS3o6Oh883YuXLggdOrUSTh48KBgZGQkDB06VGjdurWgr69f5vKAsGPHDmHy5MnC4cOHhczMTKFDhw6Ck5PTF7d1584dYdmyZcKSJUuEly9fCunp6UJ6errQoEEDYd68eUJoaKi47P3794X169cLa9euFY4ePSrExMQIdevWFSIjI4VLly4JBw8eFA4ePCgcPnxYKCgoEOLi4oT09HShcuXKgrOzs6ClpVXmGN6/fy+kpaUJb968EWrUqCEMHTpUaN68uRAdHS1kZ2cLrq6uwpQpUwRnZ2dBEARh2rRpwpQpU4SDBw8KMpnsm4+vBpcvXxbWrFkjrF69Wrh3755Qp04dITU1VYiKihJ0dXWFPn36CCYmJkLfvn2/ep2vXr0SzMzMhHPnzgm+vr6fXK6goEBYu3atMGfOHOH8+fNCs2bNhJYtWwre3t6fXF6pVAo3b94UVq9eLWRlZQk2NjbCjh07BHd39xLLzpw5U8jKyhI8PDyE+fPni+ewV69ewvPnz4UhQ4YIly9fFi5fvixcuXJF/P8bN24I79+/F5ycnIQ3b94IvXv3FtatWycolUrh3Llzwrlz5wRtbe1SY3v27Jmwd+9eYdeuXcLOnTuFu3fvClFRUUK1atWEqlWrCgqFQrh9+7Ywbdo0YcuWLUJSUpLw+PFj4datW8KtW7eE9+/fCxKJRHj06JFQVFQkaGtrC1ZWVkL58uWFixcvCm5ubsKDBw+EP/74Q5g6daowatQowdbWVpg7d66gUChKjGXYsGHC2rVrhb179womJibCgQMHhMmTJwu7du0SmjRpImRlZZU6XoIgCPPnzxfatGkjNG3aVJg8ebJgamoqvH37VqhXr55gaGgoLF++XLh27ZpQtWpVYfny5UK1atVK/P7Ro0dCmzZthOvXrwtLly4V/vjjD6Fjx46Cj4+P8PjxY8HY2FjYs2ePoKWlJbi7uwve3t6ChYWFcPnyZeHOnTvChg0bBD8/P0EQBOHx48eCq6ur8ODBA6G4uFiwsbERbt68Kdy9e1eoUaOG0L59e0EqlQrbtm0TTp8+Ldy7d08oLi4W9PT0BIlEIrx69UrQ1tYWUlNThR49egju7u6CkZGR8PbtW2HFihXCpEmThOfPnwsmJibC69evhV69egm9evUS5HK5cOvWLUGtVguOjo5CXFyc0KZNGyEoKKjEvfvnn38KkZGRQkZGhtC+fXvh2rVrwm+//Sbs3LlTWLFihfDs2TNB82o3MDAQ9PX1BQcHB+HChQvC6NGjheTkZMHR0VE4e/as0KRJEyExMVE4dOiQEBUVJVy/fl38e//+veDi4iL+vXv3Tti9e7cwZcoU4eTJk8LGjRuFU6dOCc7OzsKlS5cEfX19ISIiQjh69KgACHp6ekKtWrWEJUuWCCEhIUL37t2FN2/eCB07dhQMDQ2Fo0ePCi4uLoIgCMKhQ4eEpKQk4c8//xQEQRA8PT2FvSdPCGPmzxZuPbgv2KpsBd2374Qr+w8LbTNbCj169BBcXFyEiRMnCh4eHqWup507dwppaWmCTCYTrl+/Lujp6QnFxcVCUlKS4OfnJ/z+++/Cxo0bhefPnwtv3rwRrK2thVatWgmurq7CzJkzhdatWwu7du0SFi9eLFy8eFHw8fERBg8eLBgaGgrbt28Xtm3bJlhaWgqenp7Cy5cvhaioKGHXrl3ClStXBEEQBJVKJURGRgpFRUXC8ePHBX19fSEnJ0eIiooSoqKihD///FNo166d0Lt3b8HKyqrMZ44gCEKHDh0EXV1dYd++fYKurq7QokULQVtbW9i9e7ewa9cuQSaTCVevXhUMDAyEt2/fCqampkKTJk2EiIgIwdXVVXB2dhZ27NghNG3aVNDS0hJCg32FfRujBX29st8Fn8KoqXeE5m2mCdbW1p9cRq1WCwsXLhR69+4tNGjQQBgyZIggkUjE758/fy5Ur15dOHXqlNCoUSNhzZo1QsuWLYWJEycKurq6wvv374V79+4Jd+7cEe7cuSPcvXtXuHPnjnD79m1h9+7dQlFRkVBUVCTY2NgI9vb2gr29vWBnZyfY29sLRkZGQo8ePYSdO3cKEydOFCwsLIRJkyYJu3fvFuLj44UZM2YIoaGhwuvXrz/7d/ToUeHQoUNCRESEYGxsLH7+4sUL4dKlS4JCoRBev34tvHnzRtDX1xdMTEwEAwMD4cWLF0JxcbHg6ekpqFQqwcTERDAxMREeP34sHDhwQPD19RVSUlLEzzV/RkZGwrFjx4S5c+cKenp6gp2dnWBtbS3Mnz//k8f5/v37wvz584VVq1YJFy9eFGQymfD06VPh7du3gkKhEAoKCgRdXV1BV1dXePz4sRAUFCQsW7ZM8PT0LLWugoIC4erVq8KlS5eEixcvCpcuXRIuXbokXLlyRbC0tBS8vLwEFxcXYe/evcL169cFLy8vITc3V7hz546wYsUK4fz580JRUVGJdU4fGy20b+H/1dfW+/dqwS9ylRAVnSz06NGjzPv5n42MjAwhKipKaNGihSAIgnDq1Cmhdu3a4rPir3jx4oUQGRkpXLx4UcjOzhYGDRpU5nKrVq0Sxo0bJxw5cuST862/4pdffhGSk5OF3377TTA0NPzHduzfjHbt2gkeHh5C9+7d/91D+Y7v+Hv4t9Iy3/Ed34AffvgBa2trDh8+XOb3T58+JS0tDS8vr79tmHXlyhUSEhLQ19dHIpEwYcKEz9Ydv3z5kmnTpuHl5YWfnx+zZs36KiOtZ8+eMXfuXKKjo5FKpbRp04Z9+/aJWeS7d+8ilUopKiri+vXrjBs3joiICCwsLGjcuDFr1qz5ZFnOs2fPsLe3JzMzEysrK+rVq4dKpcLa2lqsZz169KiofCksLKRu3bokJiaK+/rgwQMyMjKwtbVlyZIlDBs2DJlMxtChQ8VlsrOzqVy58j+lrR18UNqMGjWKkJAQ5HI5LVu2pEOHDrRu3fqb1jN69GhMTEw++f2pU6fo2LEjUqmU+Ph4Vq9e/dUS2aSkJLEs68mTJ1SoUAFtbW169+4tLnPt2jVsbW2ZN28eAwcORCqV4u/vT0JCgijNt7CwoGLFijRr1oxhw4axevVqzp49y6pVq4iMjKS4uJi4uDj69+/PqVOn0NPTY9GiReI2Xr16xZYtW8jJySE4OBhTU1NiY2MZOXIkx44dK1Me/cMPP+Dk5MTt27dLfffs2TPmzZsnKo88PT1Fibu2tjba2tqiGaSBgQHx8fHMnDmTLVu2cPHiRfGaX7ZsGY6Ojty7d6/UNm7fvk3v3r1RKBTUrFlTVE1oysYMDQ1p2rRpqd+9ffuWlJQUEhMTKSgoYPfu3VhZWZXZgUqtVjNnzhxkMhkjRozA1NQUlUqFnZ0dFSpUYNCgQaSnp2NkZCR2RjEwMCiz80V4eLiohklKSmLx4sXAB7NAe3t70Yi4qKiIqlWrkpaWhqenp5g5tba2xs/PDxcXF7G7RGxsLK1bt6ZKlSpiy07hf7Ks2traREREsGrVqlLPnKdPn3L8+HGWL19Ov379UCgU2NraYm1tLXYpMTY2Frvo9OnTh0uXLrF48WLkcjm1a9cWu8EoFArRyPbo0aMEBwfTr18/BgwYUOoY/Pnnn/zyyy+sWrWK7t27i9L+jzuvaBQQOjo6zJ49m4MHD7JmzRokEomYtR80aBAnTpwgPDwcR0dHbG1tefjwYantNWvWDJVKhY6ODvXq1RM/379/P0ZGRmhpafHjjz8CH/wnxo4di0wmo2fPnjx//rzU+o4fP46enh4BAQHcuHGDKlWq0KxZM1JSUpDL5Tg6OlKrVi3RSNvQ0FDsxqExkB0/frxYHqBUKmnfvj1r166ladOmGBsbs2fPHgIDA6lRowYhISFcunSJpk2b0rt3b+bNm0d2djYJCQmi6ktXV5dy5cqJ95lEIiE3N5enT5/y+vVrzp07x/r16xk7dizt27fH0tJSPO6a9q4eHh506NABhULBqVOnWL16NQYGBiiVSipXrlymosPPzw9/f/8PisB1Lb+tXe+NTtjZKsnLy/vk+/Ds2bNUrlyZkJCQMrPqJ06cwM3NjVatWjFnzhx0dHQwMDD4at+ve/fuoVQq2bNnD9euXWPPnj0sXryY4cOH06FDB/EdZ2ZmhpaWFs7OzkRFReHp6YmRkRFt27blp59+4tSpUzx+/PizqpetW7eWKsF98uQJFhYW4r/VajV//vknOTk5WFpa0r17dw4ePMiuXbvYuHEjK1asYO7cuWRnZ6Ojo0NmZibdu3enbdu2YllsXFwcERERBAYG4ubmJt4zmueBubk5KpUKd3d3AgMDiYiIIC4uTuxq1bZtW7GE82OPkfLly5OQkED58uUxMzMTFVw2NjYMHz6cw4cPf9F/q7i4mBs3btCxY0dRdePt7S22wA4JCaF+/fp4eXmJBsGCIGBups+r2x2+WZH08uFK8dmWnJzMvn37/qUlGd26dWPs2LElPouKimLFihWf/E1RUVEJRdZflRFFRUV4e3uXUlF+DRITEz9rbv/fgh9//JGEhIR/9zC+4zv+Nr4TI9/xH4/i4mJ69uyJh4cHv/32W5nL7N69GwcHB7Kysv6Ww/eNGzdITk4WuwGMGjXqswH/1atX6dq1K1KplLp167Jnz54vvsTfvXvHhg0bqF+/Pubm5tSpU4c1a9aUuZ3hw4fj6+tLUFAQCoWCVq1asXnz5q9qMZyRkSG6/deuXZshQ4aI5TdLliyhXbt2+Pn5YWJiQmRkJJ6enlSsWLFM07MDBw7g7+9PtWrV2LZtG7Vq1cLT05MdO3ZQXFxMgwYNaNCgwVfV0n4Lbty4wbhx48RAs3nz5mzcuPGr9j8oKIiYmJgSnz179ozp06dToUIFHBwcGDhw4FdJ2f+KWbNm0ahRI/HfxcXFDBkyRGx/nJqaKkq5DQwM8PLyIjExkYiICHR1dfHw8ODKlSufvFbS0tKYPn068CEQsLa2ZsKECZiYmNC1a1cGDBhAZGSkeO4GDBjA3r17v3hcFi1ahK2t7Sfvn3nz5onlNppgWiqVihNAiUTyocRBpWLYsGEMGjSIzMxMYmJicHd3x8DAQDT6jYmJoWvXrkyYMIG1a9dy4sSJEmUZb968Yd68eQQGBuLs7IybmxuhoaGYm5uXahmtQWFhIQ0aNCAuLo7Xr1+zaNEinJycyuxE9ebNGwYOHCgG76amphw/frzEMjExMWLr2I+7VnyMESNGkJWVBXyQw9evX1/87vr167i4uDB69Gj69OlD5cqVCQ4Oxt/fH1tbW3bt2sXKlSvJzMwUjZOjo6PFNqsawkDT/cbS0lIsaUlISCAjI4N69eoRGhqKTCbD1NSUwMBA6tati4uLC+Hh4UyfPp3GjRuLnh41atQo09z15s2bhIeHo62tjbW1NRkZGdjZ2TF06FD27t1LREQEzZo1K1WSo1arOXr0qOiPoDEyNTc3x8PDg5ycHNatW8eOHTvIzc3FxsaG6tWrI5VKxRIGjReBtrY2JiYmJCcnI5VKy+xismbNGlxcXHj27Blz5sxhx44d4ndr165FpVKRlJSElpYWtWrVEsnMP/74g4yMDFQqFQsXLhSfRQUFBQQFBTF+/HiGDBkidj0ZM2aMuH8XL15k1qxZNGjQQAxEzc3NS3goaGlp4eLiQkZGRgmSds+ePZiampKVlYWWlhYDBgwQyea0tDSWLFlSah9fvXrF7NmzRVNHjQ/Jx9uSSqUEBQXRuHFjxo4di7m5Ofv37xf392P/EW1tbfr164eVlRXLli2jRo0amJqaiuTRxxg0aBDZ2dk0bNgQR3sZt858HTlS/KgztRNcxXIXhULBmDFjuH37Nmq1mpcvX5KdnY1CoeCHH34oVWJSXFzM2LFjUSgUrFixgnXr1iGXy5k+fTpGRkY4Oztz6NChUuMtC2vXrsXV1bVUWd7evXtxcHDg+vXrKJVKdu3axZUrV5g8eTISiYRatWphZ2dHzZo18fPzE0upPDw8qFatGs2bNycvL4+ZM2eyefNmzp49y8GDB7G3txffnw8fPkQul4vb3LFjBx4eHqSkpHz2XbJjxw60tbW/KshPTEwU2/IGBwfj5eXFtGnTOH/+PL/88gv79u0jPz+f5cuX06lTJ/E60tPTIyEhgRYtWhAZGSmWtVlYWODg4ICTk5NYVikIJQ2bjY2NsbKywt3dnbCwMJKSkkhLSyMlJQULCwu0tLQICwtj3LhxzJo1i6VLl7Jw4UKxa42fnx8VKlQQ11mrhvPfKtXi2Yf78vXr10yfPh13d3dCQ0NZuXLlFz15/g4GDx5Mnz59Sny2bt06KlWq9MXfzpgxA3NzcyQSCUOGDBHv+8WLFxMREfG3CJ0jR45gb2//VXOc/2Q8efIEMzOz//r9+I7//+I7MfId/9EoKCigfv36VK5cmcePH5f6/u3bt/Ts2RMbGxs2b978zeu/c+cO9evXFx3ghw0b9kkTLLVazdatW0lMTEQul9OrV68v+peo1WoOHToktkyNjIxk5syZZZp8nThxgj59+uDl5SVmtPfs2fNNk4J169bh4uIiZoNu3rwpdkD5Kx48eEBYWBgeHh5ERUVhamqKr68vbdu2ZdGiRVy7dk1s3Ttp0iRxn5cvX46DgwNpaWlcv36diIgIevbs+dVj/BacOHECHx8fJk2aRGRkJBYWFqSnp7Nu3boyz1NxcTG6urqsWLECtVrNvn37aNasGRKJhPr167N169ZvMgPV4NmzZxw7doxJkyZhaGhIvXr1CAgIEE0Zw8PDsbS0RBAE/P39uXr1aonzdvfuXSwsLGjSpAkKhYIJEyaUUqm8evVKbAtaVFTEsWPHaNasmRhA6+vr07NnT7Zu3frVJr4Aq1evxtraukyFBUD37t3R0tIiKCiI0NBQXF1dxUlxt27d2LZtG/r6+mKmPzQ0lJkzZ5bI0F+8eBGFQsHkyZNZtWoVY8aMoVOnTtSuXZuAgAAsLS0xNjbGy8uLGjVq0KZNGxo2bIiJiQnOzs7o6+tTrlw5rly58sn9eP/+PU2aNCE6OpqXL18ycOBAgoODefXqFWq1muPHj9OuXTsx6KlTp47YdURDFMKHQEVfX5+OHTty8eJFgoODMTAwYMyYMSVI1XPnzom+APfv30cikZSY7N29exc7OzuMjY1FD5LAwEDRGPG3334jNzcXb29vMWOr8Sixs7MjMjKSmJgYsUW3JkjRkCUakrZ8+fI0bdqUwYMHExwcjKOjIy4uLigUCkxMTEhNTeXOnTufvQamTJmCr68vMpkMf39/wsLC8PPzIy4ujqpVq1KlShV27drF+/fv2blzJ1lZWdja2ootvs3NzalQoQL6+vqcOnWqxLoLCwtp1qyZ2Lpz8uTJvHz5kgsXLogdS4T/aUGrq6srthu1trYWOwJ17doVc3NzfvjhB+7cuVOCaD127BgKhUJUIezevRuJRIKZmVmJzOyRI0cICQmhUqVKHDt2jDZt2lC/fn0xSNm5cyfm5uaEhISUaGd+8OBBBg4ciEKhQE9PD0tLS/GaFP6nJa7GNFRbW5vMzEx27drFvXv3xHOmUChE36Di4mJq1KjB4MGDmTt3Ln369KFhw4ZUqFABCwsLzM3NKV++PImJifj7+6OlpSW2UQ8LCxNJMG9vb3GbiYmJ5OTkMH/+fI4ePcqLFy/Yv3+/6Hczffp00cAzJiYGQ0PDUqRhjx49MDU1pVWrVuzevZvwip5cPNL0s8Fqwe8daVTXQzx/bm5uYgLB2NgYc3NzDA0N8fPzY/78+dy6datEUPjgwQPi4+OpVKkS165dY8KECahUKo4fP87Lly8xNjZm3bp1WFlZMXjw4K96Nrds2bKEf1RRUREBAQEsX76c5ORkcnNzgQ9zA29vb1atWiV2u/qYGNZco9u2bWPu3LkMHDiQli1bEhcXR7ly5TAzM8PExERUZDVo0AATExPGjRsntgL/nLpAg9zcXLS1tb+oSszPz8fNzU1cTq1Wk5+fT6VKlfD29mbJkiXs3buXtm3bIpVKiYqKokuXLlhZWXH58uVS63v16hU//vgjjRo1QiKREBUVxZQpU5g2bRpyuRxdXV2Sk5MZP348rVq1IiIiQjTmNjY2RktLS3y+dO7cmU6dOpGZmUlCQgJSqRQzMzO8vb3x8PBAJpOJxEj7TP+/R4z8WZKkKCoqYt26dVSuXBknJycmTpz4RZ+qb8HUqVNp3759qW06Ozt/UpX8MXbs2IFMJsPHx4fy5ctz8uRJ3Nzc2Llz598eU40aNb6pA9N/KoKDg9mzZ8+/exjf8R1/C9+Jke/4j8WjR48IDw+nYcOGZaoqzp8/T2BgIMnJyWXKsj+H+/fv06RJE3GCN2jQoE8qTV68eMHUqVPx9PTE39+fOXPmfFGVcuXKFfr374+Liwuenp4MHTq0VDa3qKiI/fv3061bNxwdHXFzc6NXr14cPnwYuVz+zaaxDx48wNraulQ7wjFjxhAbG1tiwvru3TuSk5NJTk4WJ2KFhYUcO3aMCRMmkJqaio2NDdbW1qSmpjJhwgQ2b95Meno69vb2LF68mF69eiGXyxkxYgQeHh5MnTr1m8b7Nbh//z4KhUL8971795g2bRrR0dFIJBIaNmzIjz/+KBIFmzdvRltbWxyTt7c348aN+6rro7CwkMuXL/PTTz8xZswYseRBY7qoaSFrY2NDXl4eJ06cEMmBly9fUrFiRapWrYquri5ubm4lzl+HDh1Es9Zff/2VmjVr4urqyqpVq1Cr1RQXFzN69Gg8PT2pXbs2FhYW+Pr6Uq9ePYyNjUlJSSEqKqrMLPTnsHnzZqysrEQjv4+hKdfR0dFh3Lhx6OnpERkZiZ+fH40aNWLmzJm4ubkhlUpxcnLi/fv3FBUVsXnzZurWrYuFhQUtWrTg559/xsXF5YumeS9evODcuXOsXr2asLAwLCwsiIuLIywsTDSI1dbWxtLSkqpVq9K7d29mzJhBfn4+Fy5c4NWrVxQVFZGZmUlERATPnj2jQYMG+Pr64uvri7OzM506dcLGxoaJEyeK2509eza6uro0adKE0aNHo1QqcXV1Fcvtnj9/jqmpKYmJidjY2DBp0iQKCgpQq9U4Ojry66+/Ah9Ka/Lz88X1Xr9+XZSpS6VSatasyeTJk6lUqZJYIqOvr4+hoaEYwFpZWVGxYkViYmIICwvDzs4Oc3NzUlJSqFKlCsOHD0etVrNjxw6SkpKQSqXUq1ePlJQUsdOIiYmJaPxZsWJF2rdvz8SJE9m8eTO//fZbmaaQ/v7+bN++nRMnTuDh4YGfnx/W1tZ4e3tjaWmJTCajXr164rn28vLC2NiY2NhYpk+fzt27d8nPz6dKlSriep8+fcro0aOxt7fHysqKDh06iNvevn07EokEJycnzp49S3JyMoIgYGxszNGjRykuLubu3bvs27ePefPm4ejoSGBgIOHh4WJ5kKenJ1WrVhVblq5bt44zZ87w4sUL3r9/T7169dDS0iIlJUUkIYuLi5k3b57YOvqvCqkFCxZgbm6Ol5cX8fHxSCQSAgICyM7OZuzYsXh5eVGtWjXy8/PR09MjLi6OjRs3ii1MP860a86BtrY2NjY2hIaGUq5cOdHstly5cjRr1oxBgwaxdOlSjhw5Uqah7e7duzExMUGpVBIVFcWkSZOoWbMmDg4O9OjRg6CgINauXcvQoUNJT08XO4NoWuRGRkZib2+Pv78/O3fupLi4GEdHR5RKJbdu3aKgoIDs7GwsLS0JCQlh1qxZIlllaKhD9w5BXDnWvESQ+uJWe6aPjcbV2ULcZ2NjY44cOQJ8MKNUKBRi1528vDwSEhKwsrJCLpdTo0YN0tLSsLS0pGPHjrx+/ZqsrCx8fHzE56JarUZbW1tsWR4dHU1kZOQXlXwvXrzA1dVVNErWdGyaP38+/v7+InnZr18/UlJSxOOdnZ39zQT+s2fPOHr0KJUqVcLZ2RkDAwMMDAxwdHTE3d0dIyMjJBIJvr6+JCQk0KZNGwYPHsz8+fPZsWMHly5dwtXVFblcXmYJowaFhYV4eXmVadh5+fJl0tPTMTAwQF9fn9TUVH777TdOnDiBXC7/KrVNQUEB69evJy0tDQsLC4KCgoiKisLAwAA9PT3q1avH6NGjiYyMFA2UHRwccHFxwdLSUuxwpVFSaZ7XGvPhj82cWzbx+ZvESP8yxw4fSM/69esjk8no1atXmV15vhXLli0r05x+woQJJVShn4Pm/MbFxWFqaoqzs/M/pG45ePAgjo6OXzT4/09H79696du37797GN/xHX8L34mR7/iPxNWrV3F3dyc3N7dUmYZarWby5MnI5XJmz579TbLFx48f07JlS/T19TEyMiIvL++T2ferV6/SpUsXMTj5UrnMw4cPmTJlChUrVhQd9E+cOFHiN4WFhWzdupW2bduiVCrx9/dn4MCBnDt3Tlzu5MmTeHh4fPU+wYdjkpycTK9evUp9V1hYiJ+fn+gr8PbtW5KSkkhJSflsFkutVnP9+nUWL15Mu3bt8PX1FbOZCoWC8uXLs3LlSqKiovDx8UEmk7F+/fpvGveXUFxcjL6+fpmyzAcPHjBr1izi4uIwNzcnPDxcLPnIzMzk0KFDpc6XJvu/d+9eZs2aRXZ2NklJSWKLUhcXF+Lj4+nSpQvTp09n586d3Llzp8R6BgwYUKIjzdu3b6levTotW7ZErVbzxx9/4Ovri46ODkOGDOHWrVtIpdIS5IxarWbhwoXY2dkhk8mwsLDAxMSEqKgoli9fLpY1VatWjZkzZ+Lj40N2djY+Pj5fXba0e/fuT06cNcGFkZERI0aMwNLSEjMzM+RyOVOnTuXChQv4+PhgYGCAra0tu3fvLrWO+/fvM2zYMAwNDZHJZIwdO/aLBNTx48dxd3cnIyNDzP6tXLmSKlWqUFhYyMWLF+nVqxeOjo7IZDIqVapEdHQ0Hh4e4naCgoLEzKbGC6hatWpiVxiNF8jHiImJEbterFy5EpVKVUJlkZmZyciRIzl58iS1a9fGzs6O6dOn065dO0aMGAHAqFGjaNeuHe/fv+fXX39FKpWKLTA/lqfr6emJbUeNjY2pVasWe/fuLdMDAz6o1ubOnSsqxXx8fOjcuTN5eXlUrVoVfX190Y9B4zWwdetWrl+/zpYtW5g8eTIdO3YkNjZWVGN4e3uTnJxMTk4OvXv3RqVS8ccff6BWq3n16hWZmZli1xrNuO3t7TE1NSU1NZWlS5eW8n7IyclhwIAB/Pbbb3Tq1AlLS0vS09M5ceIE3t7enDp1iuvXr1OnTh1sbGyQyWQ8f/6cFy9e4O/vT0hICFpaWpibm5dQ9w0fPpyoqKgShM7r1685cuQIDg4O1KlThy5dupCUlISPjw/GxsbI5XJCQ0PF42NoaMjYsWO5efMmp06dQiaT0bRpU+RyOUOGDGHx4sVkZmaK7WP9/PyQyWRs/KizjVqtxtvbGxsbG7FV77Fjx1i7di2jR4+mbdu2oseHJjj8+LxbWlrSt29fHjx4QGRk5DdlTLdv3y6SzOXLlxe76bi4uCCRSFixYgXFxcW8fv2aNm3a4OLiwpo1a4iOjqZBgwY0b94cZ2dntLS0MDQ0JCAgAD09PdFjJyEhgc2bNxMcHMydO3cIDw8vMXZBEHCwM6NqZWfGjOxO7dqJJb7TlNkdOnSIQYMGIZPJGDVqFIsXL0apVJKTkyOSiZprwNTUlNDQUPG+k0qldO/endWrV3Pjxg3UajVmZmbidVZUVMTIkSNRKBSsXLnys8fr0KFDKJVKzp8/j5WVFfn5+cjlcrFE68yZMygUCn7//XfxN1euXEGhUPwtT6wjR44gl8vR0tIqQY6q1WqePHnC6dOn2bhxI9OnT6d37940bdqUqlWrYmdnJ5aSubm5UatWLdq3b8/w4cNZtGgRu3fv5rfffmPcuHElkhePHj1iypQp4vHLzMxk2bJlTJo0CT8/P+RyOcbGxmRkZDBkyBBycnJo3749TZo0ITk5mWrVqhEcHIynpycqlUokcDVlM5r7U6NM+/jZZWxsTIUKFQgODsbb2xuVSiUuo/HZUalUWFpaoquri0qlEt+9cXFxbNk06+8RIy9++OJ5uH79Op07d8bS0pJmzZpx5syZbz6XGuTn5xMbG1vq8+fPn2NpaflFFZ4Gjx8/pkqVKhgaGlK+fHkqVKjwD7UcjomJYe7cuX/79/8J2LlzJxUrVvx3D+M7vuNv4Tsx8h3/cTh48CBKpbJMSeG9e/eoUaMGoaGhn5Xd/xVPnz6lY8eO4iQ6JyenTFlmcXExW7ZsoWbNmsjlcnJzcz+bwXr9+jXLly8nMTERiURCeno6+fn5JbIGb968Yf369TRr1gypVEqlSpUYPXp0meUt8CEA03gbfC3+mi37Kw4dOoSNjQ3379+nVq1a1KlT529lJZ4+fcrmzZvJzc3F1dUVQRCQy+VUqVIFU1NT9PX12bZt2zev93NwdHQs0zsBPkyU8vLysLa2xtnZWczMJyYmMnToUObPn8+QIUNo0qQJISEhSCQSZDIZ4eHhZGRkMGLECNauXcuvv/761TWxx48fx9PTE/ggxa9bty716tUrlakfPXo0Ojo6SCQSOnbsyJ07d1i4cCHNmzfH3t4elUpFeno6rVq1QqlUoqurW8I0eP/+/Tg7O1NYWMiZM2dE2e7XkE+ajO6uXbtKfXflyhUkEgnW1ta0aNECFxcX/P39MTMz48iRI8yYMQOZTMYPP/yAqakpNWvWLHMbxcXF1K9fn4YNG7J3716aN2+OhYUFqamp5OfnlzgeRUVFjBgxosygJzIyspQnglqtZv/+/TRo0ABLS0s6derEtm3b6Nq1KwqFAldXV9zc3JDJZMTGxoqGpwYGBnh6eoptS4cMGcKUKVNwc3NDX1+fuXPniiaYH5sPHj58GDc3N5F0OnDgAJGRkeL10r59eypXroyOjk6pgNjIyIiqVavi5eVFWloaGzduxMPDg/j4eC5duvTFc6XBiBEjqF+/PklJSRgaGiKRSDA0NMTZ2VkMcpVKJYGBgcybN++TAd6bN284e/Ysq1evZtiwYbi5ueHg4IClpaWY4dbR0cHU1LRE4Gtubv5JGbharcbLy4vKlSsjk8nIzc0Vs7aakog+ffoglUoZPHgwQUFBLFmyhMLCQuLj42nbti1qtZrWrVuLXh4LFy7kyJEjWFlZlcqmFxYWEhsbS8eOHcskN//44w8OHTrEkiVL6N+/Pw4ODv+jgPiQubawsMDR0VH0SDA0NKR+/frs27cPfX19ioqK2LBhAwqFgs6dO7N48WIGDRokeiVo/GnKlStHUlIS3bp1Izc3F0tLS2xtbUVz4WvXrmFoaCheFx+3Mq1Zsyb79+//6gzyjz/+iEql4urVq+zatYuaNWtiZGRESEgIQUFBeHh4YGdnR5MmTUSS7a+muc+ePaN9+/aiUbLGIFdTxqS5XjVE6MfXsa6uLlu2bBHNJTWfSyQSDh48SP/+/dHR0SE2NrbEO/HBgwekpqbi5eXFjz/+SGhoKDVr1uThw4f8/vvvBAYG0qhRI9asWcOAAQOoVasWNjY2og9T+/btWbVqlVi6eezYMdzc3MjMzPysQajmvLdp04aYmBiGDRsGfHgmBwcHM3v27FK/iY2NLZM4/RSePXtGx44dUSqVjB49WmzB/KlSi+LiYp4/f87du3e5ePEiGRkZNGzYkMDAQNLS0mjbti3JycliCatSqRTVZRqvkI/L7rS0tDAzM8PW1hYfHx/CwsKoWrWq6PVjbm5OQkICQ4YMYerUqSxcuJB169axefNmNmzYwPLly5k9ezbjx48nLy+PNm3akJSUREhICLa2tuK2NP/VjCMlJYWlS5eyYcMGGjVqhFKpLNUuGj4oUU6ePMnChQtFnyQtLYFLR5t9MzFy7pcFX036//nnn4wYMQKVSkVsbCxbtmz5Zl8PjfF0WejcubNYkvU1mDp1Kra2tvj7+zNy5EjkcjnDhg37W+qRvXv34uLi8i/xVfm/QkFBAaampl9trPwd3/GfhO/EyHf8R+HHH39EoVCU6Reydu1alEol/fv3/+qg/sWLF3Tv3l2UwHbv3r3MzO2LFy+YMmUKHh4eBAQEMHfu3E96jRQVFbFjxw4yMjKwsLCgRo0aLF68uMQk7vnz5yxbtozU1FTMzc2Jjo5mypQpXyUBjYmJKVNS+yncvHkTuVz+xexJy5YtcXR0pG7duv80qebNmzeJi4vD0tKS4OBgMbPk5+fH+PHjOX78+D+8rYiICPbt2yf+u6CggOXLlxMTE4OlpSUpKSnk5ubStGlTsRuInp4eZmZm6Orq4urqSsuWLcnPzy/Tp+ZbUVxcjI2NDZcvX6ZFixbExsaWSao8fPiQwYMHi8GSsbExqampTJ8+nUuXLpWYyM2cORNvb29kMhldunTh8ePHxMXFlZjcT5o0CTc3N0JCQj47CTx16hRWVlZs2rSp1HebN28Wu3QEBgaSkJBAaGgoEomEBQsWkJycTGBgIBcuXODatWvo6+szadKkMrfTq1evUl2Jnj17xowZMwgODsbe3p4BAwZw+PBhqlatWqZM/vTp09ja2n7yGnn9+jUTJ07EwcEBLS0tnJycmDZtGsXFxajVanr16oW9vb1YDrJy5UrOnz/P5s2bmTFjBpmZmZiYmGBvby8GsEqlUszwp6amip0dzM3NCQgIwNHRUfRTKF++fImg5WOfEFNT0xLH+MyZM8jlckxMTFi7du1XT9R//fVXMeiWSqWMGTOGu3fv8scffxAdHY2WlhaBgYE4ODhgZ2dHXFwcAQEByOVy+vbtWyIr/lecOXMGQ0NDKlasiKmpKa6urlhYWCCTyQgNDcXNza1EcKQxzx0/fjybNm3iwoULLFy4kMDAQLS0tJg4cWIJhZ1arWbAgAHo6+uTlpbGnTt3mDlzJpUrV6a4uJjWrVuTkJBQYpKfnp6Ojo4OUqkUmUxWJinWunVratas+VXBQXFxMb/88gstWrQQ7zV3d3fS09Pp1q0bmZmZeHt7lyC1DA0NxWy5vr4+crmczMxMateujSAI5OTkkJaWBpRUMgwfPhxXV9cS29cY7rq6unLo0CGaNm0qdnLSlN34+vrSp08fdu/e/dkyzB9++AEXFxeReAkNDSUuLk70nlEqlYSFhYmE59y5c2nevHmJdfz2229UqFBBNMHt2LFjicBXc6411/PHRsAtW7Zk48aNom+XRiURFRWFs7MzWVlZODs7l9l1qnPnzmhpaVG1alVev37N6dOnsbe3F8vD/op79+5hZ2dHhw4dSEpKElUIGvPmqlWr4ujoWMo4WYNffvkFXV1dateuTaVKlcRrZezYsURHR5e5zbVr1xIeHi7+W61WU1BQwMOHD7l27RqnT59m//79/Pzzz3Tq1AkLCwsqVapEr169RJVVVFQU+vr6+Pj4UKFCBTw8PLC2tsbExER8LtjY2Iim1BrD75CQENq2bUt2djaDBw9mwoQJzJo1S3xWmpiY4OPjQ9OmTenXrx9dunShQYMGhIWFYW9vL55/Y2Nj7O3tiY+PJyIiAoVCgaGhoVi2q1Gy2draEhwcTFJSEq1bt6Z///5Mnz6dtWvXMnLkSFxdXYmIiCAtLQ1bW1vy8/P5+eefcXZ2LmHMWqdOnVKeaB+joKCA+fPnY29vL15PmenfVk7z7GY25cv74+rqysiRI8s0gi8L7969Y8GCBfj6+oo+N1+b4Lh69SouLi6f/E4ul3+VkX9BQQF2dnYcPnyYsWPHolKp2LBhA7GxsQQHB4ulmN+CqKgoFi5c+M2/+09CXFycWO72Hd/x34TvxMh3/EdArVYzZswYbG1tS5n7vXz5kpYtW+Li4vLV7vWvX7+md+/eGBoaoq+vT1ZWVpns9ZUrV0RpZmpq6mdbxJ0+fZrs7GxUKhXly5dn/PjxJQzuHj16xNy5c0lMTMTMzIzExETmzp3Lo0ePvvo4vH79GlNT0682GSsuLqZq1aqMHDnys8sVFBQQGxuLgSAMYocAAQAASURBVIEBBw8e/OrxfC127dqFt7c3CQkJogxdqVTi5uaGqakp0dHR5OXlkZ+fz7Nnz75p3XXq1GHw4MEMHTqUkJAQ9PX1RXWKSqWiWrVqtG/fnipVqiCRSLh27ZqoVtAQVHXr1sXc3JwaNWowa9asb/ak+StatmxJVFQUlSpVEgmx58+fs3HjRrp27Yq/vz/m5uZiIJuVlYWOjg7lypUrM5CtUaMGK1as4MGDB3To0AELCwssLCxKkHhqtZr4+HhkMlmJjh0f48KFC9jY2LB69epS340bN04MXBQKBe3bt0epVNK7d29MTEywsbEhOztbnFgmJyeTkJBAx44dS61r5syZuLu7f5ZoOn36NAkJCWhpaeHm5saKFStKTVo1qo6PoemG0qZNGywtLalZsyarV6/m+fPnzJ8/n6CgINzd3Zk0aRJjx47FzMwMJycnfv75Z+RyuWjS+eOPPyKTyRg5ciSrVq2ic+fOGBoa4uPjI5Ibmi4gDg4OotzcxMQES0vLEnXzEolEDBI1LXEvXLggnveePXsik8kYNmwYSUlJ1KxZ85PEKnwICseNG0dgYCC2trbk5OQwduxY6taty8uXLxkwYABmZmYYGRmJZUxqtZpLly4xadIkEhMTRV8KQ0NDqlevzv79+1Gr1fz6668MHjyYwMBADA0NMTU1xdzcHH9/fwYNGsSZM2fEZ9ysWbOIjIwkJCQEExMT0XixQoUKuLm5ie2aZTIZcrmc7OxsZs2axd69e9mxYweRkZGoVCqio6OxtbVlxowZKBQKTp8+zYgRIwgKCir1LNNcx9ra2hgZGdG1a9cSmeLRo0cTEBDw2WfgrVu3mDNnDg0bNkQul+Ps7Ey5cuWQSqVigGZmZoaBgQE2NjZERkbSpEkTYmJi0NbWJiwsjKlTpzJ8+HBatGiBra2tWFak8YwJCgoiOzsbT09Pypcvz6lTpygqKirlF9GrVy+qVauGjo6O+NxxdnYWlXWaDiGaa0tfX5/g4GB69uzJhg0bSt1DgwcPJiAggKdPn6JQKIiOjiYwMFA08A4JCUGlUlG9enWmTZtGVFSUeFxnzZqFTCZj/PjxFBcX06xZMywtLXF3d/9QDmNjjZWzIxKZDENDQ4KCgtDS0mL8+PHMnj2brl27UqNGDRwcHDAwMBANpQVBoHXr1ly8eJFBgwbh7+8vvk9fvnxJixYt8PDwYMeOHTRs2BBbW1ssLCy+aE4aEhIi+pbAhw5DP//8M4MGDaJ27doiuePq6kp2djYrVqzg0qVLPHnyhPDwcBo1aoSWlhbDhg0TS55MTEzIzs6mT58+dOrUiYyMDOrWrUtsbCwVK1ZEV1cXa2trsRRE0wbZyckJPz8/goKCkEqlSCQSEhMT6dKlC3l5eXTv3h1ra2sWL17M+PHjkcvlZGVlceHCBe7evcvz589LXMcnT57E2dlZJA/z8vLE7y5cuEDv3r2xsbFBR0eH7t27s3nzZn7++Wdmz57NkCFD6NChA3Xq1CEsLAwnJyexpE5jYh0YGEhgYCC+vr6oVCqR6JJIJFSsWJEGDRrQo0cPJkyYwOrVqzl69KjYdcXPz4/p06fj5+dH3bp1S1yDv//+O7GxsWKSQ19fH3t7e3Jycjh69Kj47Pi4/bq3tzdSqVR8ZhoZGfL6wbSvIkVe3+lAzTgfMjIy6Nq1K/Hx8ZiZmZGamsq2bdu+SkWiMcaPjY1FpVIxfPjwT3Y40+Dx48cl2i//FbVr1/4qI9TJkyeTmJgo/lujRFuxYgUzZ85ELpczfPjwb1KA7Ny5E3d3979lFP+fgtGjR9OhQ4d/9zC+4zu+Gd+Jke/4t+P9+/d06NABPz+/UpLqw4cP4+rqSosWLb6KLCgoKGDAgAFihq1t27alXpDFxcVs3ryZhIQEFAoFvXv3/qQx2p07dxg1ahR+fn44ODjQp0+fEt097t69y5QpU4iOjsbc3JzU1FSWL1/+ST+BLyE/P5/IyMivXn7ChAmEh4d/9gVaUFBAQkIC9evXZ/78+QQGBv5LZJrv3r1jzJgxojeEk5MTcrmczp07s2bNGvr06UNUVBQmJib4+fnRvn17lixZwo0bN3j79i0XL15k/fr1jBo1iszMTCpXroxcLkdHRwc9PT2MjIyoUqUKEydO5OTJk6Vk1s7Ozp81TXv58iWrVq2iQYMGmJubU61aNaZPn15my9cvIT09XVQG9O7dW8zIayTdhw8f5ty5c8jlcpEIunnzJu7u7ujq6jJu3DhxXQ8fPsTc3LxEJj4qKoqAgACcnJxYtmyZODnUdEcpX758qTFdu3YNOzs7Fi1aVOq7jIwMtLS0iIyMxNHRkZYtW2JjYyNOJo2MjNi+fbu4vKZDwu7duwkKCiqxrvz8fJRK5SdLweBDR4RWrVrh6urKnj17WLp0KdWqVUOhUNCtWzd+/fVXnjx5goWFBQ8ePBCPw/jx4/Hx8cHV1ZVhw4aVqbDSlNn4+vqira1Nw4YNRbm3pgzF2tpaNKf09/enbt269OzZkwoVKpCYmEhwcDBFRUVcuHABX19f3N3dcXd3F4NApVJJdHQ0nTp1IiYmBqlUWsKPQ09PD19fXyIjIzE1NSUiIoLVq1dz7do1Xr16RVpaGtWqVStxjb58+ZJFixYRGxsrGtfu3LlTvHe3bNmCh4cHNjY2JCQkIJPJyvR20eDt27fs3LmTzp07I5fLxaDewMAABwcHjI2NMTIyokOHDmLHlL9iypQphISEkJeXx/nz53FxcRFLLpydnTl27BgPHz4kODiYRo0aMWLECNLS0rC2thZLVKRSKR4eHqJpo4WFBQMHDsTBweGTapYFCxZgaGiIpaUlNjY2NGzYkHfv3rF69WpsbW1L1fffuXOH8ePHU6NGDeRyOYaGhlhZWSGTycTsuJ6eHunp6YwdO5a+fftiZGSEhYUF+/fvL7GuunXrUrFiRezt7cXuVUePHhWJKI33Tnh4OEZGRgQEBFC+fHmx/EQikVChQgV69OjBtGnTGDVqFF5eXgiCIJJySqWyhKri2rVrDBs2rMRxsrKywsPDA1NTU8qVK0fbtm1ZvHgxN27coFOnTnh5eaGlpUXv3r1FRdWrV6+YMmUKzs7OovrH0NCQXbt2UatWLYKCgkooLF6+fIlnoD9Df1zK4H35jDt3WPzrvW4Z0Wn1sbWzA2DkyJFUqlQJtVrNwYMH8fX1JSQkhKZNm4oBr7GxMfr6+kilUlFlo1KpqF27thhcz5gxQ1Qlde3alVevXvH69Wvu37/P1atXOXnyJHv37uXnn3/Gx8eHrl27MnbsWAYMGED37t1p3bo1jRo1IjExkSpVqogt2zUk3ccqFx0dHUxMTDAxMSExMRGlUkl4eDg5OTkMGTKEiRMnMnfuXFatWkV+fj4HDhwQvTgeP35cwmPrzZs39OvXTySW/vqOPHPmDL6+viWuyYCAANq0aVOm4i07O5s2bdqwb98+2rRpQ4UKFYiJiUEmk2FgYIBCoRAJM02JXHx8PC1atKB3795MnjyZH3/8kf3793P16lXatm1LtWrVPusLdvjwYapXry567AwZMoSsrCyqVasm+m/p6OiIpFBoaCg9e/ZkypQprFmzhtzcXKRSKX379hXLZLy9vREEAUdHR1xdXUskPKpXr46trS3x8fGcOHGCtLQ0BEH4oAJTF8GrH7+gFOnO3ZsH8PT0JCoqig4dOogljObm5piamiKRSESS5Gv8Yc6cOUPz5s3FEsxr166VuVxRUVEJMvOv0CR7Pqf8e/36NTY2NiVKYOFDUsDBwYHBgwdz48YNqlevTkhIyFerR9RqNZUrV2bp0qVftfx/Ik6dOoW7u/u/exjf8R3fjO/EyHf8W/Hy5UsSExOJjY0toSR4//49AwYMwMrKqszs91/x7t07RowYgampKXp6emRmZpbKxD1//pzJkyeLBobz5s0rM6v77Nkz5s6dS3R0NFKplNatW7N3714xOL169SqjR4+mUqVKSKVSmjVrxvr16z+bIf5adO/evVQG/VM4f/48MpmsVOeFj1FQUEB8fDwNGjSgsLAQtVotSuX/VdC0QDYxMSEkJIT09HQcHBxYu3Ytv//+O9u2baNXr15ERUWJZoiCIIgBQlpaGj169CAhIQFzc3N8fX1JTk7+LPnz7t07tLS0vklRtHbtWho3boxEIqFKlSpMnjz5s6VO796948CBAyQmJmJgYIAgCISGhpKXl8euXbtKTdrS0tLEuvePMWDAALS1tfHz8+PBgwdMnz69BKFz4sQJ7OzsePv2LXv27CE4OJiQkBD27t0LfMhI6ejolPByuXPnDs7OzvzwQ0kDu/fv3xMaGoquri4eHh7UqFGDqKgooqKi2Lt3L4GBgVhbW5f43bt37/Dw8ODnn3+moKAAY2NjkbTRmBr+tfPRx9B0PmnevHkpMvO3336jT58+qFQqHB0dqVixIj/++CN169ZFIpHQrFkz9u7dW2IyqjHMPXDgAAsXLiQvLw8PDw+xzl7jn6AJbK2trTEwMODAgQOlJrUXLlzAzMyMwMBAYmJiRJ8FfX19DAwM8PLyYvjw4SW23bt3b7EbjJubG3K5nLZt24odHapWrUp6ejqRkZE4ODigp6eHSqUSA/fk5GSCg4MxNjamSpUqpZ47arWa9evX4+joiKmpKevWrcPa2vqzMuTCwkJ27Ngh+h9YW1tjZ2cnZsA1niHm5ub/H3vvHZdz+7+PH1d7r6u9tacKFQ1SFGWkUFREoewte4aMKCskGZGRPbIiUrrJTEsqlBDtXdf1/P3h0+tzX3dZ9/v9ed/v7+PneDxeD3pdr3Ge52ud5/M8nsdBly5d+qbA9JYtW8jExIQRIWaz2WRtbc24TfTq1YsUFBQIAG3ZsoV2795Nmro6tHh3FF14/ZLOFmbTmJWLKXDuLCag0rHIy8uTk5MTTZ48mbZu3UoXL16k/Px8ys/PZ/RvOrRiVFRUyMLCgqSlpWnNmjW0bNkycnV1ZeoEgMTFxcnExIQCAgJo586ddO3aNSosLKSysjLS0NCg8+fP89StqamJ3NzciMVikb+/P/P+XrlyJS1fvpzu3r1LFhYWZG1tTWw2m86fP08zZswgOTk5AkAqKiqdRBQrKytp0aJF1L9/f4qIiKApU6YwLJSOMvbt25cEBQVp8eLFdPToUUpPT6cPHz4w92J5eTlFR0eTpaUl4/ShoaFBgwcPZoL1EhISjF7S48ePO82at7e306lTpxhNFBaLRcbGxpSRkUHi4uIUFxf39X6vqqCtT+/zBET+umxJTaacwlckKipKIiIi1LdvX1JVVaX9+/dTSUkJvXjxgtHPERQUJBEREWagzWKxSEFBgfl/x0BfRkaGpKWlmWsnKChI8vLypKOjQxYWFuTg4ECDBw8mNTU1JnVm+fLltGnTJtqzZw8dPXqULly4QLdv36ZHjx7Ry5cvaf78+cxMvLq6Orm5uZGOjg4NHz6cREVFiZ+fnyQlJWn27NmUkJBAeXl5XbINSktLSVZWlufddPXqVdLV1f2u9fXjx4/J0tKSPn78SM+ePaPk5GTas2cPGRoaMiLBjo6OpK+vzzhIKSsrk76+PqN1Y2FhQXPmzKELFy7Q1q1bycDA4KcG+5s2bSJzc/OfZls+fvyYRowYQQoKCmRtbU3y8vIUGRlJRUVFNHDgQLKwsKCjR4/SkSNHaP369eTr68tYqncE23R1dalfv37k7+9PI0eOZHRnOhyXOtLQPD09KSUlhXJzc0lOTq6zcG5bGVH9CaKq1URf5hJ9WUhUE02fyy6TjbUlBQcHMwKmY8eOZfopb9++pYsXL9LUqVNJR0eHSU/T1NSk0aNHU3h4OF24cIFKSkq6DF6UlZVRWFgYsdlsGjlyJA8zqQMyMjLfTBPqcPO6du3aN9t5y5YtNGLEiC5/Ky8vJxsbGxo7diw1Njb+Mnvk+vXrZGxs/P8sa4TD4fwtd8Xf+I1/Gr8DI7/xj+H9+/fUo0cPmjhxIs+My6tXr8jW1pYGDhz43fx5oq8Dv8jISJKSkmIsOf+aJpGfn8+4KIwaNYqhnP8ZLS0tdOHCBRo9ejRJS0vTiBEjKCkpiVHaf/78Oa1atYq6d+9OSkpKNGXKFLp+/fq/3VbNzMyMMjMzf7hda2sr9ezZk2JiYr65TcfAwMfHh+dDnJ+fT2w2+7v2gf8K6uvr6fHjx7RgwQISEBAgcXFx0tbWZjr6vXr1ookTJ1JERASdO3eOXr58STk5ObRjxw7q3bs3CQsLM/TpOXPm0JIlS2jYsGHfPWdMTAyJiIj8rfI2NTXRhQsXmFkmOzs7phP56NEj2rRpE0Pv1dbWJgkJCYqLi6OBAwd+0z3hxYsXpKio+E2WU1FRETM7r6uryzOoGz58OEVHRzN/czgcOnbsGGlpadHw4cMpLy+P+vXrR6qqqkzQwNDQkLZs2cJzjo8fP5KKigqJiYmRnJwcTZ8+ndTV1SksLIx27NjBONBISkrydA4jIiJoyJAhzN+9e/em27dvU2lpKWloaHyzzhwOhyIiIpjBy/fw4sULZvaZn5+f7O3tKTExkW7fvk2xsbEUFhZGI0eOJEtLS5KQkCA2m022trY0ZswYMjc3JwMDA7p+/Tpjf9rU1ESbN28mQUFBYrFYZGVlRU5OTtTa2krt7e2UmppKAQEBpKamxgwkLSwsaOXKlYzuSWpqKikrK5OMjAzV19dTc3MzBQQEkLGxMfHx8ZG8vDwVFRWRvr4+SUpK0sGDB+n8+fNkZWVFVlZWdPHiReJyudTa2koXL14kb29vEhISIkFBQbKxsSFnZ2cyNjZmBh8dA8QOW+zQ0FBSUFAgDQ2NLincHSLOHSK36urqpK6uTtLS0hQQEEBJSUk8ASwNDQ0mpU1MTIycnZ0pIiKCnj59Slwul1paWmjkyJEkKChI6urqFBMTw+TU37p1i2RkZHgCHRLS0jRtxxba9rzrAfbCc8fI0M6WWCwWrV+/nt68eUM3btygXbt20cyZM8nNzY00NDSIxWIxeidaWlo8YrYds+cdlqhjxoyhxMTE7+o9ubq60sKFC795r507d47ExMSIzWbTgwcPKD4+nvz8/Ijo6yCZzWaTpKQkhYaGUr9+/UhSUpIRvexIl/ozXr58Sdra2jzrvL29qVevXqSoqEgpKSnEz89PCxcuJF9fX7KxsWFcRMzMzGjo0KE0a9YsioqKouPHj9O6devI1taWBAUFGS0bbW1tcnNzIzExMZKUlCRZWVny8PCgjRs3UlpaGjU3N1N1dTUFBAQQPz8/9ejRg8TFxRlWhbCwMEUnJtDW5+nfDYp0LHNPxpPA/wR7/5w+pq6uTsbGxqSvr08SEhLUr18/EhQUZBgcCgoKZGtrSzExMWRjY0P6+vq0ZMkSmjZtGuMi1LGtlpYWzZw5kw4cOEDp6elUVVVFAQEBFB8f/913xZ+RlpZGMjIypKamRmw2m3l2nz59SiwWi+bOnUvh4eHk5eVFWlpaJCkpSX379qU5c+bQ0aNHKTc3lzgcDnl5edGePXuotLSURo0aRd26daODBw9SRkYGnTlzhnbt2kXLly+n4OBgGjJkCPXs2ZMUFBSIxWIxItgDBgwgf39/mjdvHtnb25O6ujolJiZSdnY2bdu2jWE7uLm5MelRHWhubiZdXd2fEio/duwYaWho/LRLChHRly9faMGCBSQtLU1GRkYkLy9PAQEBpKioyKPR1tzcTKtWrWK+BR2D8IaGBsrPz6cjR47QoEGDSFRUlDQ0NEhZWZnnWdXU1CRdXV1is9nEx8dH3bp1o7Vr19Ljx4+purr6hzpLtbW1NGTIEHJ2dqaysjIaMmQIeXh4dPm8d0xsGRoakoKCAjk6OpKTkxOpqqqStLQ02dvbU2hoKO3Zs4fS0tIY1m5dXR1FRUWRtrY22dvb05kzZ3hS3r7HfIyLi6PBgwd3+VtdXR0pKirS8+fPv7l/Y2MjoxPz4cMHKikpIRcXF7K2tuZhHncFLpdLvXv3/qFD038zfHx8KDY29p8uxm/8xi/hd2DkN/4RZGdnk5aWFq1bt475eHK5XIqNjSV5eXmKior6bm4ph8Oh3bt3k4yMDAkICJCPjw9Dye/4/fLlyzRo0CBSVFSkJUuWdOpYcLlcSk9PZ3K3HRwcKCYmhr58+cLQqxctWkT6+vqkpaVFc+bMoXv37v2fRfDLyspIVlb2p46/YsUKGjx48Dc7Ho2NjeTq6kq+vr5dzk6sXLnymzMdP4P29nZ6/fo1XblyhbZv306hoaHk7OxMampqJCIiQmZmZuTt7U0zZswgCQkJEhERoQULFtCaNWuIzWbTunXrqLm5mdrb2yk5OZlGjhzJMAbu3r1Lnz9/pkuXLtHixYvJ0tKS+Pj4qHv37kz6zV9nifr06cMjqvd3wOVy6enTpxQaGsoM2ERERMjOzo52795NCQkJpKSkxNBhd+/eTQEBAV0ey9vbmzZt2vTDc06bNo0AkKWlJVVUVNCTJ09IRUWly45hU1MT44wwceJE4ufnp7CwMDI3N6dVq1bxbJuVlcWkEqipqdH06dNJUVGRjh49SkOHDqUePXpQXl4eXbx4kdEoIPrfgeKfO4tz5syhFStWkKWlJWNd+1eUlpaSs7MzOTg4fHOGqKamhrZs2ULm5uYkKipKYmJijBVvR3qBmJgYWVtb0+LFiykxMZEePXrEaBk0NDSQh4cHDRkypJMoXkdQY/v27bRw4UISEhJiAnEdg0V1dXVGb0BERKTLHPSqqiqSkpJiHAbs7e1JSkqKhIWFycbGhthsNo0YMYIcHByYfbhcLp05c4YMDQ2ZYIWOjg6tXLmS8vPzafHixWRqasqkVnQ4b3TQ6seMGUOzZs0iV1dXhnUgLCxMenp61K9fP+rbty8ZGxuTkJAQKSoqkpycHCkpKdH06dPp5s2bXQZnKysrSVpamgoKCigiIoLU1dXJyMiIXF1dqVu3biQhIUGioqKkoKBAYmJilJ+f3+kYkyZNYgZBIhLiNOvYgR8OsDc/TaO1B2Lo4sWLtH37dpo+fToNHjyYscOWlJQkGRkZ8vT0JC8vL+rTpw+TBtSx8PPzk6urK61cuZISEhLo4cOH30xNXLVqFfXt2/eHM7ANDQ00YMAAYrFYNGjQIOrduzfV1NSQpaUlrVmzht68eUMmJiYEgNGI6rCHPnbsGM+xuFwuKSkp8aQnxcbGkq2tLYmJidHDhw+Jj4+v07u5traWnj17RmfPnqWtW7dSSEgIDRgwgHR0dEhISIgR7+xwKekQ/RUVFSUdHR1ydHQkHR0dJnDTwcTo0Mr5s+2qsLhYp9SZHy0DQyYy7f9XVzQul0sWFha0bt06UlBQIFFRUZo3bx4ZGBiQpKQkKSgo0NixY7sUvmxvb6eHDx8yDMwOUUpxcXESExMjQ0NDmjFjBu3Zs4dSU1O/q//05s0bJqVJVVWV0csZNmwY+fr6kra2NsOq4HK59OrVK9q3bx8FBQWRtbU1ycrKMhbfHe3WEbjR0NAga2trGjZsGE2ZMoVWrlxJMTExdO7cOcrMzKRz586RjY1Nl+Xicrk0f/58EhcXJ0VFRSYVr+OZLysrIyUlJWb7iIiIHwb7ib6mcygoKPy0/WtjYyNFRESQvLw8TZ48mcrKyqiuro68vb1JXFycZGRkKDw8nGpqaigtLY2MjY1p2LBhPH0jLpdLN27coGHDhhGbzaZ58+bRsWPHyN7enkxMTOjUqVMUERFBoqKiJCgoSGPGjKGAgACGndLheiUgIEAiIiKMS1hQUBCtWrWKYmNj6dq1a5STk0N1dXXU3t5Oc+bMIQMDA8rJySE/Pz/q27fvN9kxHe/P4OBgkpGRIS8vLzpx4gTdvHmToqKiKCgoiGxsbEhcXJy0tLRo6NChtHTpUkpISKDIyEiytrYmPT092rVrF1lZWdEff/zxzfZsamoiJSUlys3N7fTbhg0byMfH54fXhMPh0IoVK0hLS4ueP39OXC6XYmJiSF5enjZu3Pjdd9eVK1fI1NSUPn/+TNu3b/9lfbZ/GrGxsd9Nb/6N3/hvxO/AyG/8x3Hr1i1mkNaBiooK8vT0pO7du3+3E8DlcunAgQPEZrOJn5+fvLy8eHK5q6urafv27aSnp0dWVlZ08ODBTlTVgoICWrlyJenq6pKhoSGtW7eOioqKqK2tjW7fvk0zZswgdXV1MjQ0pCVLllBWVtYvW8H9HcTHx9PIkSN/uF1mZiYpKip26QxA9LVzNHDgQBozZsw3P7pNTU2kr6//Q/ebz58/U3p6Oh08eJDCwsJoxIgRZGpqSiIiIqShoUEDBgygadOmUXR0NCUnJ1NxcXGngFZRUREpKipSnz59SFdXl+Li4phBoaKiIvXo0YN27979TWu3N2/ekJqaGj148IC2bt1KXl5epKSkRGpqajR69GiKiooiISEh2r179w/b7q8oKiqi/fv305gxY0hJSYm0tLRo4sSJlJCQwMx4T5kyhQnAhYaGMoPIN2/eEJvN7hTIevLkCSkrK/+Uon1HfbS0tEhQUJCsrKx+mOZUUVFBM2fOZNJ5xo0bx3N/Hjt2jLEJdnFxIXd3d+rVqxcdOnSIVFVVaeHChUye+uTJk3mYJmPHjqUlS5bwnC8xMZEUFRVp0qRJ33R6UFRUpLVr11JTUxMVFBTQlStXKDo6mmbMmEF9+vQhaWlpxg2kQyzQx8eHkpKS6OnTp1RXV0dcLpfu3LlD/v7+JC0tTT4+PnTjxg3icDhUVVVF9vb2FBAQ0CkQ0CH4OX/+fBowYECngaOwsDC5uLjQxYsXicPhUEhICPXp04eWLl3KHCM7O5uuXr1KRMS4WAkJCTEz9h1uM/n5+dTQ0ECSkpL0+fNnqqysZFxY2Gw2ubq6MjOTf7a+7bDNffz4Mc2YMYPYbDatX7+euUcaGhrI3t6eWCwWvX37lqKjo8nOzo6EhYUZW1NJSUnG5llISIhUVFSod+/e5OPjQwsWLKCdO3fShQsX6NmzZ7Rx40bGVYXoK7MuKiqK0QYxNTWlOXPmkJ6eHgEgKysrWrJkCaWmplJrays1NTXxaKqM2xr+0wPszU/TaHTwRJo2bRpFRkbShQsX6OXLl3Tx4kWSlZWlkJAQ6t69O8nIyNCwYcPIyMiIHB0dSU1NjcLCwkhCQoIkJCQoKCiIRo8eTZaWliQmJkbKysrUt29fmjRpEm3evJlWrlxJCgoKv0TVPnXqFImIiBCLxSJra2sKCQmhtLQ00tXVZfQyTExMSFRUlAYMGEDz588nXV1dCg0NpcbGRqqtraWysjJyd3enFStW0K1bt+jcuXMUHR1NIiIiJCYmRlZWVkw656hRoxj3EHNzc9LW1iY2m80E7DqYP1JSUowwcM+ePal79+5Mqtafg0ZycnKkpqZGoqKi5OHhQWPHjiV5eXlGV6ZDVNje1/uXgiJbX2TQ2rvJFPo/1+yvg8UOW3JBQUFKTk6mFy9ekIqKCq1bt46xae3Tpw/P5ERXuHjxIqmpqdHUqVOppqaGQkJCaPz48bR161YKCgpi3hUdFvAhISEUFRVFN27coLKyMho9ejTZ2dnRgAEDaOXKlSQlJUV9+vQhBQUFmjx5MqNrpaWlRcLCwiQlJUUGBgbUr18/8vX1pTlz5lBQUBApKCgQPz8/c00kJCTIwcGBZs6cSYcOHaLs7OxO7/V79+51Cr6XlZXRli1byMLCgtTV1WnEiBGMFXqH3kxH+wkICFBbWxuVl5cTm82mgoKC77bV8+fPv2m5/le0tbXRgQMHSF1dnby8vJiBfGZmJunp6VFgYCDV1tZSbm4ujR49mkREREhSUpLi4+OZd3pdXR3t2rWLjI2NyczMjPbu3Uupqak0cOBA0tHRocOHD/O0SUtLC82fP5+5RxcsWMB8+9+9e0dRUVFkZ2dHkpKS1K9fP5oyZQotWrSIAgMDycXFhUmHlJGRITMzMzI1NSVRUVGaOHEiubi4kJ6eHmVkZHw3RbmmpoZiYmLIysqKtLW1ad26dUy/qL29nQoKChib6BEjRpCenh6JiIiQvr4+aWhoED8/P/Xv3/+7fc4VK1ZQaGhop/MqKCh0GTD5FhISEkhBQYEuXbpERETFxcXk4uJCNjY2XTLTiL5+6zsYdPz8/D+dKvzfgpKSElJQUPhpG+bf+I3/BvwOjPzGfxTx8fGkqKhId+7cYdYlJyeTqqoqjyPGX8Hlcuno0aOkqKhI/Pz8NGTIEB49iNzcXJo2bRrJysqSj49PJ32BT58+0Y4dO8jW1paUlJRo1qxZ9OjRI2pqaqIrV64wnaUePXrQunXrvvmh+r+En58f7du377vbNDQ0kKGh4TfplR0zo2PHjv3hLOqNGzdIS0uLvnz5Qi9fvqQzZ87Qhg0bKDAwkOzs7IjNZpOUlBRZW1uTv78/rVmzhk6cOEFPnz79qUH/n/Hw4UOSl5enwMBARhi3Q2NkzJgx3wzyEH1NGxIUFOSpT8dsYHx8PGOxKSEhQc7OzrR8+XK6du1al7PMZWVldPToUZo4cSJpa2uTsrIyjR07lmJjY6moqKjL8z969IgUFBRoy5YtNG3aNFJWVqbu3bvTmjVryMDAoJPexrBhw2j79u0/1S7W1tYMnXr8+PEEgHr27PnNIFEHGhoaGAtVAQEBOnDgAHE4HFqyZAmxWCwSExOjGTNmkI6ODk2ZMoVJo/nzYL3Ddrijg56amkoaGhqd7FgDAgJIUFCQCaY0NTXRy5cv6cSJE9S7d2+SkpIiGxsb0tHRIWFhYdLR0aF+/fqRnZ0dKSkpkaqqKs2ePZvRwsnLyyNFRcXv2ipWVVUxM3oaGhqkqKhIQUFBTAervb2dUlJSyNDQkAQEBJh2MDc3pxUrVlBxcTEdP36c5OXlSVlZmWYuXkQTwlfQ9AO7aG5CLG1NPkd2XsPo4//MTjs6OpKAgABFREQwQqvq6urMzGdsbCypqqpSfn4+NTc3k7W1NfXs2ZOkpKRo1KhRdP78eaZ92tvb6ejRo6Svr09OTk509+5damhoIHd3d+Lj46Nx48bxzIq3trZS//79qWfPnsTHx0diYmKkpaVF4uLiZGNjQxEREZ0YHe3t7fT27VtKS0ujhIQEWr9+PYWEhNDgwYPJxMSE0UQxNzen3r17k6amJomLi5OXlxdt376dfHx8SFpamkmRSE1NpaVLlzJaKH925FE3MfrlQfbp4hzmGo0bN44cHByYgMzq1aspPT2dWltbKSgoiDw8PBhLXAsLCzpy5AhJSUmRtLQ0IwjM4XDo3bt3dOvWLdq9ezcFBQUxrlQd7BoPDw+aM2cO7dmzh1JSUujdu3fU2NjYyYr15MmTTN1UVVVJXFycPD09adKkSQwzrSM1s8ORpyNI1KFho6CgQHJyctSvXz8aMmQIjRkzhnFQERERIXFxcdq/fz8lJibS5cuX6e7du/TkyRMqLCykjx8/UmNjIyMi3JFi8tcAvoqKCr1584Y4HA4dP36chxHSoWPTrVs3EhQUJDExMR4WxNSDu3/5mm19kUE9Xb+KR/95MFpcXEx9+vQhV1dXMjAwoOTkZCL6+i3n4+OjCRMm0NOnT5mA1qZNm777bFdWVlJgYCBpa2vTxIkTKSwsjIi+MmoKCgrozp07FBMTQ1OnTqUBAwaQoaEhycrK8givioiIkKqqKiNQ2+FEcvToUdLQ0KDo6OhO36jKykqaMmUKqaio0NGjR2nz5s3k7+/P/Hbz5k2KiIig0aNHk66uLomLi5OdnR3NmDGD4uPjKS4ujhwdHbsUUU5JSWHeTYcPHyZ+fn6KjIzk6YMoKSlRWVkZTZw4kRYsWPDN9iH6GljQ0NDoxFb6K7hcLp0/f55MTEzI0dGRMjIyiOhroGTNmjWkqKjIY4d95swZZkJhzJgxxGazadq0aTRlyhSSk5MjLy8vun37Nj1//pw8PT1JTU2N9uzZ813B147JEn5+fpKXl6eEhASeen/48IFiYmJowIABJCUlRd7e3nTs2DGqqakhLpdLnz9/pidPntDFixdpxowZJCoqSn369GH0moSFhYnNZpOlpSUNGTKEQkNDaf369XTkyBG6c+cOFRYWUnNzMz169IgmT55MMjIyNGLECLp69WqX7Nu6ujp68OAB7d+/nzQ1NRn9lw5b8zlz5lBcXBw9evSIGhsbqby8vJMWyerVq5l751eQnp5OKioqtG3bNuJyucTlcmnPnj2Me9qf+zhPnjwhERERHrehrnRS/tuhr6/fyWnyN37jvxm/AyO/8R8Bl8ulVatWUbdu3ZigQ2NjI82YMYM0NDR4Bmx/3e/06dOkqqpK/Pz8NGjQIEYbg8Ph0KVLl8jNzY0UFRVp2bJlPMGSxsZGSkxMpCFDhpC0tDT5+fkxdrGnT5+msWPHkoyMDNnb21NkZOQ3nRv+E+BwOKSoqPjDMsycOZNnJvjPaGhoIGdnZ/L39+/UIeByuVRaWsoMLGbPnk2DBw8mCQkJ4ufnJwMDAxo6dCjNmzePseP8s2Dgv4KcnByaN28eSUtLk5CQEG3cuJFWrFhBbDabVqxYQfPnzyd5eXmKjo7+ZhqRsrLyN4VRfXx8SEdHh758+cKk3zg6OpK4uDiZmZnRoEGDaODAgaSnp8d0mnbs2EEvX778Yf1yc3NJWVmZzp49y6zjcDh07949mjVrFklKShKbzably5fTs2fPKDMzk9TV1X9KUK+wsJAUFRWZzpCPjw/NmzeP1NTUSEhIiBFQ/Cuam5vJ1dWVAgICaPHixaSkpEQqKiokJSVFAEhGRoYWLFhA8vLytGnTJsaV5a9ixA8fPiRDQ0Mi+tqR7t69OxNwq6+vZ9T9lZWVSVxcnHHy6NB/EBcXJyMjI4qIiKArV65QTk4OJSUlkaenJ8nIyFBgYGCXej4zZszgYWv8qI3U1NTI1taWZGRkSE9PjzQ1NZlBkrCwMPn6+tLdu3e7vHdOnT9Hk3Zu+eZAcGP6DbqT85wJBLBYLDI3NycxMTESEBAgfX192rBhA8nLy5OlpSXZ2tqSnJwcY+H6PWpzxyxux4y+s7MzrVu3jtTU1OjFixf0/PlzWrlyJUM9V1dXJxaLRfb29hQTE/PdYOH3cO/ePdLX12eEpjU0NMjX15dmzpxJI0eOJGtra1JSUmJYCx1uI4qKigwL6c9CqiNXLvpbg2xV3W7MQN3BwYGmTJnCU86NGzeSpaUl49zD5XJp0qRJNGDAADp58iRJSUmRmJgYLV26lM6ePUuHDx+mnTt30tq1a0lNTY369OlDgYGBNGLECLK3tydDQ0NSUlIiCQkJnvJ3pGgpKCiQnp4eKSkpEYvFYlJWREVFacaMGQz7wdfXl8aOHUt37twhGRkZkpCQoCVLltCGDRtIQUGBzp8/T3l5eSQpKUnHjx9n6hMWFkYaejo02M+XrAcNpMrmxm++XzrExZWUlOjixYudfq+srCQJCQnicrnU1tZGa9euZSxkt23bRiEhIaSkpMQ4dsnKyjIDKAEBAVqZcvFvXbO4G1cYBtuJEyfoxIkTpKCgQJs3byYOh0MJCQlkZ2dHBw8eJEVFRTp06BBpaGjQ7t276cWLFyQnJ0e2trako6NDSUlJ1N7eTh8+fKCnT5/S1atXKS4ujtavX08zZswgBwcHpvwdDko6Ojpkb29PI0eOpOnTp1N4eDgdOHCALl68SHp6esRms2nVqlUUExNDM2fOZN5NHbonLi4uNHXqVJKWlmbeCVwulw4dOkTKyso0depUJuj8+fNnkpaWpoqKii6vUVVVFd26dYs2bdpEo0ePJjabzTjhaGlpUUhICGVmZnaagAgLC6OQkBAyNTWl6dOnM79bWlrS4cOHSVlZ+buuddXV1WRmZvbDVMy0tDSyt7cnMzMzunTpEnOvFRUVkb29Pbm4uDApMqWlpeTp6UmGhoaMkPyVK1eob9++JCIiQiIiIjRt2jTKzMwkPz8/UlRUpK1bt/5QUP7ChQukp6dHjY2N9P79exo8eDDx8/OTpqZml6Klnz9/pgMHDpC7uztJSUnR0KFD6dChQzxpjR3uWIsXL6YtW7aQpqYmpaen06NHj+js2bO0Y8cOWrhwIY0ZM4YcHBxIS0uLSTPs2bMnDRkyhJycnEhNTY3k5eUpODiYMjMzu0w5DAkJoV27dtHHjx9p3rx5JCsrS0ZGRuTi4kJmZmZMKpCWlha5urrSuXPn6MmTJ53STX8FJSUlZG5uTlOmTGHKVFxcTM7OzmRra8uwUBobG8nHx+fru1lBjFaF2VPD+5VEX+Z9FbGtCidquETU/n1b4n8aoaGhtHnz5n+6GL/xGz8NFhERfuM3/g/R2tqKyZMnIycnBxcvXoSSkhKePn2KsWPHwtzcHDExMZCVle203+XLlzF16lSUlpbCyckJsbGx6NatG2pqanDw4EHs2rUL0tLSmDlzJkaPHg0RERFwOBykpqbiyJEjOHfuHGxsbBAQEAAnJyfcuXMHZ86cwa1bt2BrawsvLy8MHz4cKioq/0Cr8OLp06cYPXo0CgoKvrnNrVu3MH78eDx//hxycnI8vzU0NGDo0KFQUlLCnDlzUFhYiIKCAuTn5yM/Px8FBQWQkJCAoaEhDAwMYGhoCENDQ8jJycHT0xMpKSkwNzf/t9WnoaEBJ0+eRGxsLIqKihAYGIiJEyfixo0b2L59O9LT01FfX4/Zs2cjJycH8+fPx7Fjx1BbW4uYmBjY2NjwHM/a2hq7du3qtB4AFBUV4efnh23btqGurg737t1DSkoKbt68iVevXkFTUxMCAgJ4//49REVF4eDgAHt7e9jb26N79+4QEBDosg5v3ryBo6Mj1qxZg8DAwC63SU9PR0BAAEaMGIHTp0+joqICjo6OWL9+PaysrMBisb7ZRuHh4Xj//j127dqF3NxcODk54fXr15CQkMCcOXMQHR0NW1tbJCcnQ0pKCgDQ1taGUaNGQUBAAImJiaiqqoK+vj7q6urA5XIhJCQENpsNcXFx+Pr6IiYmBhs3bsTEiRM7lWXRokUoLy+Hh4cHjh49ikePHkFPTw+FhYWoqamBvLw8KioqEBAQgMePH8PZ2RkhISE4deoUtm7diqioKIwZMwb5+fk4ePAgDh8+DG1tbQQFBWH06NGQlJTsVOe6ujpoaWnh+fPnUFdX/2bbdLSth4cHVFRUUFZWhtraWoiIiEBQUBD19fWwsrLC4cOHYWpq2uX+dW2tOFn0EjVtLd89DwAkrduM9BNnmL/Nzc2Rm5uL1NRUXLlyBQcPHsSnT58gLCyM+/fvQ1VVFXp6evj48SNEREQ6HY+IkJycjIULF0JaWhqOjo44duwY1NTUwMfHhwcPHkBUVBREhKamJgwfPhyjR49GREQE9u7d2+V9/jOoqKjAwIEDUVRUBBsbG4waNQrKysooKipCYWEhXr9+jdevX+Pt27dQUFBAbW0tAEBMTAyfPn2CgIAA1NTU8OnTJzQ2NgIAFp4/DiUd7V8uy8nl4cg8dwkAoKCggLFjx6KpqQl1dXXIz8/Hy5cvoaenh5aWFtTV1aGurg6NjY3g5+eHsLAwFBQU8P79e3C5XBgZGcHS0hKSkpJ4+PAh6uvrMXnyZEhLS0NSUhJSUlKQlJTstDQ3N6OgoIBZzp07h5ycHLS3t0NUVBSWlpYoKirCx48fYWNjg5aWFpiYmMDV1RWBgYHYtm0b7t27BxaLhcePH2Py5MnYs2cPunfvjsuXL0NOTg4fPnzAu+Z63CrMRZ0gH08byAmLwoqtDHNZRfD9z/P35s0b+Pn5QVRUFIcPH2a+P0SExsZG1NTU4Pbt21i/fj3mzZuHjRs3gp+fH97e3igvL8exY8fQr18/iIiI4N27d3jx4gXa2tp4zrvi1gVIKyr88jW7tn0PZnn5AAACAgLQ2NiIvXv3Yty4cQCA9vZ2KCkpQUhICIcPH4aEhASePHmC5cuXo1evXhASEsL169ehqKiIDx8+oL29HTIyMlBXV4eKigpUVFSgrKzM/JuZmYmzZ8+Cy+Vi//79cHNz67Jce/bswbp16+Dk5ISEhAQAQHJyMkJDQ/HixQtwOBwkJCRg2bJl0NHRQU1NDUpLS8HhcCAkJAQhISGMGjUKAwcOhLGxMfT19SEkJITx48fD3Nwc8+fP73ROIsLTp09x9OhRHD9+HBISEiAiREREoKioCFlZWcjKykJZWRm6d++Onj17okePHli1ahVOnz4NQ0NDjBo1CkJCQkhMTISPjw+Ki4sxb948BAUFdVnPlpYWDB48GGZmZoiKiury+5GTk4MlS5bg8ePHWLt2Lfz9/cHPzw8iwpEjRzBv3jyEhYVhzpw5AIC9e/dixYoVCA0NxbRp05CYmIhdu3ZBQkICM2bMgK+vL548eYKgoCDk5+fD3t4ehw8fRrdu3b57r9TW1sLMzAyHDh1C//79mfV5eXkYP348srKyYGRkhIMHD8La2rrT/tXV1bh06RKSkpKQkpKCPn36YOTIkRg+fDgAYMSIEVBWVoaLiwvWrl2Ly5cvw8rKqsuycLlcfPz4Ee/evWOW0tJSPH/+HM+fP8enT58AALKystDV1YWmpiY0NDTw4sULsNlszJ49GxoaGpCVlcXx48exdetWiIqKYvbs2TAzM8PVq1cREREBe3t73L9/H83NzejVqxe6d++O7t27w9zcHObm5pCRkflum3Wgrq4OY8aMQXNzM06dOgVZWVlwuVzmWi1cuBBz584FPz8/7lzbjJ7GxZCUEPrG0QQAsaGAcF/gO/2Nfwpnz55FTEwMrl279k8X5Td+46fwOzDyG/+nqK6uhre3NyQlJZGQkAARERFERkZi06ZN2LZtG/z8/Dp9/G/cuIGQkBCUlJTAwcEBBw4cgJ6eHnJzc7Fz504cP34cbm5umDlzJnr37g0Wi4Xnz5/j6NGjOHbsGJSUlODv7w8XFxc8ePAAZ86cQXp6Ovr37w8vLy8MHTq0U2Dhn8amTZvw9u1b7Ny5s8vfq6urYWFhgX379sHFxQUlJSVMwCM7OxtnzpxBS0sLiIgn8NERCDEwMPjmR3vv3r04dOgQ0tLSwMfH1+U2PwMiwsOHD3HgwAGcOnUKDg4OCA4OxuDBgyEoKMhst2jRIqSlpeHmzZsQFRXF5cuXMXPmTFhaWsLR0REREREYPnw4NmzYwATMRowYgYCAAHh5efGc8+3bt9DS0sL06dPx+PFjPHv2DNbW1nB2doazszOsra0hJCTElO/169dIS0vD/fv3cf/+fZSWlsLGxoYJlPTu3RtSUlL49OkTHBwcMHXqVMyePfubdeZwOFBRUUFmZibev3+PUaNGwc/Pj+nsjxw5EiNHjoS1tXWn+9zc3Bx79uyBg4MDAgICYGJigsWLFzO/Z2dnw9XVFZWVlYiNjcWYMWMwbtw4VFVV4dy5cxASEkJxcTEMDQ3R1tYGMTExqKurQ1RUFDk5OZCWlkZ8fDzYbDYKCwuZ5fXr1ygsLERlZSV0dHRgbGyMmzdvYtGiRXBycoKenh7evHmD4cOH4/r167CyskJUVBQePXqE8vJyNDc3Y+/evfjjjz8QFxeHV69eYdy4cZgwYQKMjY2/e4/s2rULd+7cwalTp7psy/T0dMTFxeHy5cuoqKgAHx8fTExMMHz4cEyYMAHZ2dkIDg7GwoUL8eXLFxw6dAh6enoIDg7GyJEjIS4uzlzrk8U5KGus+255OsDlcrFz3BS8eZYNFosFISEhcLlcSEtLY/z48fD394e6ujpUVVWhqKiIgwcPYs2aNQgLC4OHhwfPsbKysrBw4UK8f/8e4eHhkJCQwNmzZ3Hq1Cm0tLSgsbGRuRcUFBTw+PFjZnDs6uqKuXPnYtCgQT9V7qqqKrx+/RqpqalITEzEs2fP0N7eDnl5edTW1kJLSwt6enrQ1dVlFj09PWhra0NQUBDa2tr49OkTAgMDsW7dOhQXFyM6Ohrnzp1D7969wcfHhwHrFkNATPSnyvNnnNu4DfcSTgIAxo8fD1NTU0hKSuLjx4+IjIzEli1bYGVlxRPIEBcXR319PRwcHDBu3Dj4+flh4MCBKC0txeTJk9GzZ08sXrwYWVlZXQbTv4ft27cjLCwMZmZmMDIygoGBARwdHZmAybVr19DRHVJVVYWFhQU0NTVx+PBhJCQkoLm5GevWrYOYmBgeP34MLpcLYRERbL6UhDal739PqLIGVbcz8DA9A6mpqdDR0WGuUU1NDWpqalBbWwshISFIS0uDy+WioaEBra2tMDExQY8ePSAjIwNpaWl8/PgRR44cgaenJy5fvgxHR0dkZmZi9OjR2LFjB1gsFkIP7oJuz64Hkd/DkTmL8fTmHQBfg9Gqqqq4ceMGlJSUoKSkhJycHNTV1YGIoKmpyQQ5JCQkcOXKFTg7O8PY2Bi7d+/GyZMnkZeXh7Vr18Ld3R3h4eGdJiGSkpJw9OhRhISEYPLkyXB1dcWWLVsgLS3NbFNZWQldXV0ICQkhLy8PsrKyqKurg5mZGWJjYzFw4EBm2y9fvmDy5MkoKChARUUF6urqMG3aNJiZmSEvLw+5ubnIycnBmzdv0K1bNygrK+PZs2eIjo6GmZkZDA0N8eXLFyQkJODIkSOor6+Hv78//P39UVRUhB07duDq1as8daitrcWTJ0+QlZWFGzdu4NatWxAQEED37t1hZWWFly9f4uPHj5CTk0NZWRmKi4vBz8/fqe25XC78/f2ZwfJftyktLcWqVatw4cIFLFq0CNOmTWOCslVVVQgJCUF2djaOHTsGCwsL5OTkYPLkyeByuQgLC8O1a9dw/PhxuLq6YsaMGbCzs0NFRQU2bNiAw4cPY9KkSRg7diz27t2L48ePY+LEiViwYAGUlJS6vFemT5+O5uZmxMbGdvl7eno6AgMDUVRUhN69eyMuLg4GBgZdbltfX48rV64gKSkJycnJ6NWrF4YPH47U1FS8ffsWU6ZMwZIlS3DmzBk4ODh0eYzvob6+HgkJCdi9ezc+fvyIfv36wdDQELdv38aHDx8gJyeHd+/e4fPnz1BWVoa6ujr4+flRUlKC+vp6DB8+HI8fP8a4ceOwfv16pKSkoKamBi9evGCCLy9fvoScnBzMzc2ZYEn37t1hYGDA0//pAIfDwcKFC3H58mVcvHgR+vr6AIDi4mIEBQWhsbERZxMXQUUq9ecqKeoBiA788Xb/YVRVVUFTUxMVFRVdTiL8xm/81+E/T1L5jf+/oKSkhExMTGjmzJnU3t5Ob968IScnJ3J0dOwyZSQ1NZUMDAyIj4+P+vTpw1jrXbx4kQYOHEhKSkq0fPlyxsL33bt3FBERQebm5qSpqUmLFy+mGzdu0Pbt28nR0ZGkpaXJ19eXTp48ydC1/1sxYMAAHstWLpdLnz59onv37tGBAwfI1NSUunXrRsbGxiQiIsJQO0NCQkhfX59cXV2pqKjob4lccTgc6t279w/1Tb6FL1++UFRUFJmbm5OOjg6Fh4d/M+2l43y+vr40cuRIprxNTU20atUqJr1mypQppKSkxIjDTZs2jaKioqitrY0yMjIoPDycnJ2dGUeBjmv/I+rvX/H582e6ePEihYWFMek35ubmJC8vT15eXowd5PcQGBhI0dHR5OzszFjTdTjcLFu2jAwNDUlTU5PmzJlD9+/fJw6HQy9evCB1dXXicDhUUFBA8vLyXdKrORwOhYaGEovFImVlZXJwcGDqeOPGDeLj42PcVwQFBUlGRoahFQsJCTH596NGjaLly5fToUOHKC0tjbKysojNZlNbWxsFBwfT7NmzmXO+fv2alJWVGZE4oq8uCgICAhQUFEQTJkxghDPPnTv305bVXC6XjIyMePSFSkpKaOXKldS9e3fGYaNDbHTz5s0MDZ3L5dK6detIXV2dRxiytbWVzp49S0OGDCFZWVmaMmUKPXz4kIpqK385jWByzDYeDYMRI0bQhAkTeOrg7u5OS5cuJXV1dXJ0dOT5vbi4mMaOHctY744dO5akpKRISUmJZGRkSENDg+bPn08pKSnk4+NDfHx8JCgoSAcOHGCOMXr0aB5dAS6XS2VlZZSamkpxcXG0dOlS8vX1ZRw2REVFSVJSkoSFhcne3p6GDRtGLi4uVFJS8l13q/v371PPnj1JWFiYPD09O/3+/v17WrFiBfHz89OqG+f/VlpGH+/hTHuuWrWKrl27Rvfu3SNlZeUu00f+jLdv35K6ujqdOnWKamtrycnJiann38mzX7hwIbFYLJo1axa1tbXRli1baNasWUT09Rmrrq6madOmkaKiIgEgOzs7mjNnDo0YMYLk5ORIRkaGxMTEeHQuANDwhbN/uj0WJR0lRSUlWrlyJZ09e5ZSUlIoKyuLCgsLqaKigtFxKCsrIy0tLVJXV+9S3LG0tJR69uxJAgICdPr0aWptbSUhISE6cOAAqaio0OnTp2nP5XO/fL1Wp14hgT/pmGhoaFBISAitWbOGXF1diZ+fn3R1dSknJ4e0tbXp3r17POV69+4d6evrU3h4OMXHx5Ompia9e/eOqquraeHChcRmszvpl1y/fp1cXFyI6Kug5eTJk0lDQ4OuXLnCbDNp0iSSkJBgtE2IiKZPn97p2ezAhQsXiM1mk6CgIImLi3dpp9rc3EzPnz+nxMREUlJSoj59+pCqqirzPtXU1KQxY8bQgQMHKDMzk2pra+nChQs8NuZdISwsjMLCwqi2tpZSU1MpMjKS/Pz8GOclGRkZCgkJof3799Pjx495tDsWLVpEdnZ2nb5hlZWVtGjRIpKTk6OwsLBO+lO3bt0iDQ0NmjlzJjU2NlJzczOtXLmS2Gw2TZkyhVxcXDr1naqqqmjp0qWMjftf0/ZKS0tpxowZJCsrS7Nnz2b260BaWhqpqKh06ez1Z3C5XDp37hwpKyuTgIAADRky5Ie2w42NjXT27Fny9/cnGRkZRgckPDyc5OXl6fLly9/d/0fIysqikJAQkpWVJUtLSxowYADzrmxpaaHi4mK6d+8eHTt2jNGcUVNTY559Pj4+0tbWJkdHRxozZgwtXLiQduzYQWfOnKFz587RwYMHadWqVeTt7c0IzFpYWFBAQABt3ryZkpOT6f3790zq0759+0hJSYlu375NHz58oMLCQuJwOHQkfhs1vZ9O9GXWTy6zidre/ktt838FGxubnxIR/o3f+G/Ab8bIb/yfICsrC8OGDcPChQsxa9YsHD9+HLNmzcLcuXOxYMECntmQzMxMBAUFITc3Fz179kRcXBzU1dWZdBlZWVkmXaalpYWZZXr69Cm8vb3Rt29fvHnzBufOnUNxcTGGDRsGb29vuLi4/NdHqJubm/HixQv07dsXCxYswJs3b5gUGCKCoaEhRERE8OLFC0RFRcHCwgJ6enoQFRVFfX09PDw8oKuri/3793c5C/WzePbsGQYOHIjs7GwoKir+cHsul4vbt28jNjYWV69ehYeHB4KDg9GvX7+fYp20tLTA1dUVvXr1wtatW5n1RUVFmDlzJgoLCzFjxgwcPHgQXC4XEhISKCsrw+fPn9GtWzeGETJv3jwYGRnh/Pnzf7vuf0ZVVRWcnJwgKSkJBQUF3L9/H8LCwgyjxMHBAebm5jzpN0lJSdi4cSOqqqqQm5vbaXaIiJCTk4PTp0/j9OnTqKyshKqqKnR1dZGQkIDg4GB069YNK1as6LJMHA4H3t7euHTpElgsFgYPHozXr18jJycHACAiIoLW1lZISkqirq4OgwYNwsqVK6Gnp4eamhosWbIEd+/exdq1a2FnZwcWi4Vbt27hwYMHmDlzJoYOHYq8vDxIS0ujsrISdnZ2mDlzJqZOnYqGhgaEhITg8uXLqK6uhq6uLiZNmoRx48ZBWVn5l9r25s2bmDVrFsLCwnD06FE8ePAA9fX1EBMTg7W1Nfz8/NDW1sbMinakkzQ2NmLixIkoLi7G2bNnoaqq2uXxy8rKEB8fjwMHDmDI0nnQtu35S+UDgPBBXqgsK4egoCBkZGRQVVWFo0ePYuTIkeDn58eePXuQkZGB7du3w8/PDzdv3sTNmzdx6tQpxMfHQ11dHW/fvoWMjAxqa2uho6OD0aNHw9PTE6ampmCxWDh37hxCQ0ORnJyMmJgY7N27F7169cLkyZNx6NAhCAkJQUJCAq9fv0ZRUREkJSV5GB9aWlp49eoVzpw5AwEBAcydOxdjx46FsLAwTExMsG/fPjg6OnZZv/fv3yMsLAwpKSmIiIjA7NmzMXXqVKxevbrTtp8+fYKenh5Cd22FktWvp9kVHU7C/Rs3oa6uDmVlZeTm5uLBgwfg4+ODsbFxJ2aboaEhD1PgyZMncHV1xcWLF2FkZARtbW20tLTAzs4OFy5cgLi4ODgcDg/r4q9LeXk5EhIS8ObNG1hbW4PNZjNpFp8+fYKQkBBzD3K5XEhKSjK0exEREXh4eEBAQAApKSlYtmwZhIWFkZmZiSdPnqCK04oZCV3Pln8LDnKqsFHVxIsXL1BdXd3pOp08eRIzZsyApKQktm7dyqQVAF/fubGxsVi6dCmmTZsGcXFxREdHIyoqCpMnT0ZoaChaW1tRUlKC5Js3sejySYhIiP902W7ti8eVHXvBx8cHPj4+sFgscLlc9OjRAyUlJejfvz/a2trw5MkTuLm5obi4uBM9vry8HM7OzvDx8YGYmBgOHTqEe/fuQU5ODq9fv8aiRYvw6NEjbNy4ET4+PsjMzMSsWbOQmZnJHOPmzZsIDg6Gs7MzgoKCMGDAAPj6+uLgwYMAgPv372PUqFF4+fIlD2vo7du3mDVrFl6+fIldu3ZBQ0MDrq6uqKmpQW5ubqf3RltbG65fv45Vq1bh6dOncHd3x5gxY2BiYsK8XzsYJnl5eRATEwMfHx/8/PxgYmICExMTGBsbM+xTIoKenh5OnTqFHj168Jxr9erVOHjwIMrLyzF+/Hg0NTUhKysLJSUlMDU1hbCwMAoLC3Hs2DE4ODhASEgIzc3N2LlzJyIiIuDp6YlVq1ZBTU2NOWZLSwuWLVuGY8eOIS4uDm5ubkhLS8PEiRMhJCSEuro6KCsrY8aMGRg1ahSEhYXR0NCA6OhoREZGYujQoVixYgW0tbW/eU+Ul5dj8+bNiI+Ph5+fHxYtWgQFBQVYWVlh9erVGDVq1E/dWx2pUosWLUJjYyPGjBmDrVu3Ql5e/rv7tbS04NatW9i8eTNSU1Ohrq6OyspKhIeHY9asWT917m+hvr4eYWFhSEhIgKSkJIKDgzFx4sRvpnj+8ccfsLW1hbi4OPr374+hQ4dCTEyMJ32nI4WnoaEBampq0NDQgIqKCoSFhdHe3o6amhp8+PABhYWF4OPjY1JxBAUFceDAAfTq1Yt51yyfZwb+trRfq5RQD0Bi3L/ULv8XWLZsGbhcLtavX/9PF+U3fuOH+B0Y+Y1/Oy5duoQJEyZg37596N+/P6ZPn45Hjx4hISEBPXv+72DlyZMnmDBhAp4/fw5LS0vExcVBSEgIO3fuRGJiIgYNGoSZM2eiR48euHbtGo4ePYpr167B2dkZ9vb2+PLlC86fP4/q6mqMGDECXl5e6Nu37zc1I/4pcLlclJWVMXofHSkw+fn5KC8vh6KiIhoaGhAUFMQzSJCXl8fHjx9haWmJs2fPok+fPswx6+vr4e7uDn19fezfv/9fSoHpwPz58/Hp0yccPnz4m9v8efDZ0Znw8/P7W6lJlZWVsLe3R2hoKGbOnAnga+eyoKAA27dvx+HDh9HW1gYpKSnU1tZCUVERaWlpTEeOy+VCUFAQV65c+WZu+q+gtbUVnp6eYLPZOHToEPj4+EBEKCwsZFJv0tLSUFZWBltbWyZYYmJiAk1NTezevRtTpkz54Xlyc3Ph4OAAeXl5VFZWoq6uDsePH4epqSlKSkp40l4KCwvx6tUrsFgs9OzZE5WVlYwOTUeHWkZGBiUlJSgtLcXly5cxZswY3Lt3D0ZGRsw5MzMzMX/+fLx48QI1NTUQFhaGk5MT3r17hwULFiAwMBAtLS1wc3NDz549sXHjRuzcuRMrVqxAS0sLfHx88Pz5c2zZsoWHuv4jcDgcZGRkIC4uDsePH0dLSwv4+PhgZGSE4cOHIzAwkKEQb9++HZGRkbh27RqTkvPu3TsmqLBv376fCnRyuVzsevEAbfy//kxcWLsZZgoqqKqqwo4dO+Dm5sak9EyfPh0DBw6Es7MzPnz4gDdv3sDU1BTNzc1gsViQl5dHXV0drK2tMWrUKAwfPhyampoAvmruFBUV4cKFC9iwYQPc3NxQV1eH169f482bN+ByueDj44OUlBRMTU0xe/ZsJhDSodXy8eNH7NmzBzExMejRowfmzp0LFxcXJi3n7t27CAkJwcuXLzulbbW0tGD79u3YvHkzJk2ahCVLljCpK9u3b8ekSZOYbRsbG3H27FlEREQgLy8P05aGQcPb/ZfaseTxM+yfMhuJiYkYNmwY2traMHjwYJibm2Pt2rUoKChATk4Onj9/jtzcXLx+/RolJSUQERGBoqIi2Gw289xnZWVBXl6eSXP5+PEj+Pj4ICwsjKamJkhISEBaWrrTUltbizt37qC1tRXjxo1D//79md8+fPiAZcuWITMzE5KSkuDn54eLiwu8vLwQGxuL27dvw83NDY8ePcKsWbNw5coVxMbG8tD4r5W+xsvqil9ql9bKalxbGYG7d+/C3Nwcjx8/Bh8fH6qqqjBt2jQ8evQIUVFRCAwMREREBLhcLj58+IDc3Fxcu3YNTU1NkJGRQWVlJYCvwZvm5maIioqib9++sLa2xsWLF6GoqIjQNcvxkq/tByX6ig+vXuPd6Su4fPEiWltb8fTpU5w8eRLr169HS0sLNDQ00NjYCBUVFVhYWODBgwd49+4d9u3bh/Hjx/Mc6+PHjxgwYACGDh2K1tZWpKen4+bNmxATEwMApKamYs6cORAVFcWMGTOwevVq5Obm8hyjrq4OixYtwv79+yEqKor3799DQkICzc3NsLKywrp16+Dt7Q3ga4AjKioKGzduxMyZM7Fw4ULmPdHc3Axzc3N8+PABFy5cgJOTE7KysnDkyBEkJiYygcvVq1cjOzv7m4NiDoeDmJgYHDt2DJ6enjxBEzExMZiYmEBBQQEpKSk4ceIETE1NoaioCBaLhXfv3sHKygrr16/HkSNHUFhYiOXLl2Pq1Kmor69HdHQ0Nm3aBGdnZxQUFOD169dQUlLC58+foa+vj6VLl2Lo0KEQFhZmypOTkwM/Pz9oaWlh//79EBQUxKRJk3DlyhWwWCyMGDECM2bMYILLLS0t2Lt3LzZs2IC+ffti9erVPN+HH+Hjx4/YsmULDhw4AF1dXcjIyOD69evf1dDqCi0tLdi0aRM2bNgALpfLBGW70qP6K+7fv49hw4Yx2iBqamqYMmUKvL29f6kuf0ZqaiqWLVuGHTt2YN++fUhMTISDgwMmT56MwYMH80w2zZkzB48ePYKSkhJ69+6NqKgo6OnpYf78+Rg8eDBPH6yxsRGlpaU8wZK/BlBaW1shJyfHaE1VV1fjy5cvAAB+fj58yJ0EefavTuzxA7IbANa39Ej+Gdy5cwcLFy7EH3/88U8X5Td+44f4HRj5jX8rdu/ejXXr1uHs2bNobm7G+PHj4eHhgc2bNzMdo5ycHEacy9TUFPv370dFRQWio6Px4sULTJkyBZMnT8a7d+9w9OhRnDx5EoaGhujTpw8aGhpw9epVsFgseHl5wdvbGzY2Nv+WwMC/itra2k6Bj/z8fLx69QrS0tKdhE8NDQ2hra2NRYsWQUZGBsuXL+c5HhFh+PDhMDc3R3h4OLO+rq4O7u7uMDQ0xL59+/5tda+vr4epqSkOHjwIZ2dnZn1bWxsuX76M2NhYpKenY/To0QgODkbPnj1/uWP0VxQXF8PW1hY+Pj6orq5GSkoKM0ixt7dHdnY2jh49Cg8PD1y9ehWioqKIiorC8OHDkZiYiPHjx6O1tfVfrTo4HA78/f3R0NCApKSkLnOCO/Dlyxekp6czwZKHDx+ira0Nrq6uGD9+POzt7aGhodFpv9bWVhQXF+Pq1asIDw+Hj48PkpKSUFNTwwyulZWVYWlpib59+8LQ0BB37txBcnIy7t27BykpKRgYGODt27cQFhZGS0sLrK2tUVRUhM2bNyM5ORk2NjYQFxfHvn37kJGRwdOZJiKMHz8eR44cYdaxWCxUV1dDUlIS48ePR3l5OaNl09zcjAkTJmDr1q2QkJDAokWLIC4u/k1mSwfevHmD+Ph4nDt3Di9fvgSHw2Fm6pOSkjBo0CCe4CURYfny5Th9+jSuX7/OBBPS09MxcuRIzJ07F/Pmzfule21Hzh9o43J/evsOmPGJwtXEgvk7OTkZy5Ytw65duxAdHY1Lly6hvb0dYmJi+PLlCxM8k5aWhoKCAlauXAkWi8UjdPr69WtUVVVBWVkZ79+/h4eHB/r378+j95GTkwM3NzcoKiqisLAQY8eOxfLly6GtrY3s7Gxs27YNZ86cwejRozF79uwutVz8/PxgY2PTaSb18uXLzD6RkZHQ09MD8L+BxUuXLmHQoEG4f/8+Dh06hKSkJPTu3Rvt7e1wcXHBwoULcfZNPkrqq3+6HfcGz4BYSzuKi4vBYrHAYrFARFBSUmIYHs3NzZCSkmKCFVJSUsz92tbWhsbGRtTW1qKkpAStra1QUlKCnp4euFwusrKyICMjg4sXL3bS72lsbERYWBiSkpLA5XKxZs0ansAP8PVdraKigvr6emZfXV1dTJ8+Henp6YwGzr59+zB9+nSIi4ujX79+OHfuHICv9+yevCw0c9p/uk06EDHUB59K3oLFYoGPj49hB/Dz8zOsldraWgwYMADKysooLS3FH3/8AS8vL0yYMIFh4EhKSoKIMGvWLJw4cQKrV6+GhoYGZsyYgRcvXkBcXBwHr19BhbwEBIS+PVB6l52DI3OXovLDRygoKMDIyAjHjh1DWloapk6dCjU1NXz58gWNjY0wNjaGkpIScnNz8fbtW7S0tMDZ2Rn79u3jEev8/PkzE0SsqKjAly9fcO7cOea92t7ejtmzZ+Pw4cNobm5GcHAwDAwMePSc4uLiMHnyZCgoKMDV1RXbt2/H1q1bkZubi6SkJABfB8shISFQVVXFrl27mHv7z+gIMDQ3N0NcXBzS0tIICAiAv78/s/20adOgoKCAVatWfbOdEhMTcfbsWZw4cYJZR0QoKytDTk4ONm3ahC9fvkBCQgI5OTkgIpiYmODDhw/Q1dWFu7s74uLicObMGXh4eMDDwwOenp7w8vJCcnIyevTogUuXLmHRokUQFBSEs7MzqqqqkJWVhdevX8PY2Bg9evRAXV0drl27hvDwcCbIGR0dDQEBAcyePRszZ85kdEHa29tx6NAhrF69GhYWFli7di0sLS1/eI9+C2lpaRg4cCBEREQwatQoLF68+IcirV2hpqYGS5cuxf79+yEgIIAlS5Zg3rx5Pwx8v3nzBkOGDIGJiQnu3r2Lbt264e3bt5CWlsbIkSPh7e0Nc3Pzn/5WvHjxAmPGjEF2djaArwHsEydOYN++fSgrK0NQUBCCgoLAx8cHc3NzZGRkoE+fPnj+/DmUlJRw8uRJbN26FU1NTZg3bx78/f1/mqVcV1fXKWASFRWF6upqqCiL4/3L4J86TidIzQcEvi9s/p9GS0sLFBQUUFJS8l+n7/cbv/FX/A6M/Ma/BVwuF4sWLcLFixdx7tw5xMfH4/Dhw9i/fz8jTtgh0piZmQkjIyNERkYiJycHO3fuhLy8PGbOnAkrKyucOnUKR48eBT8/P+zt7dHW1oZbt26BzWbDy8sLXl5e6N69+788KP87aGtrQ3FxcafgR35+Purq6r4pfNrhKtIVunfvjv3798PW1pZnfVxcHKKjo/HHH38wAqJ1dXUYPHgwjI2NsXfv3n97QOjChQtYsGABnj9/jjdv3uDAgQM4fPhwlwKXfxcfP37E7du3kZKSgpSUFFRWVqKhoQFz5sxBcHAwdHV1ea7tq1evEBQUhAcPHiAiIgL79u2Drq4uKisr0dLSgqysrH+pPESEqVOnIi8vD1evXv2l9Csigq2tLePgoqysjPv374Ofnx/q6uqQkJBAa2srPn78iA8fPkBDQ4MRx3R3d0dkZCRu3LgBKysrlJeXIykpCadPn0ZBQQH09fXx5s0bpKeno7W1FRYWFmhra4Ovry9u376N1tZWfPnyBfb29rh58yby8vLg4eGB169fw9fXF/r6+ti8eTOaOe0orqtGZUsTCgsLsS8qGs9vpaK+sgp9+vTBwYMHsWDBAty+fRsiIiKQkJCArKwskpKSeDq9586dw969ezuJD9bV1eHChQs4cuQIMjIyUF9fDxEREVhbW2Ps2LEYNWoUNm7ciPb2dp60KeBrQGratGnIysrClStXoKDw1Unj4MGDWLRoEeLj4+Hu/mtsBQCIzX+M2rZfD5j1EpREX8P/dblpb2+HpqYmhgwZgtTUVGaQDnydrVdSUsKHDx+YQBWHw0GvXr3g5OTEBD50dXXR3NwMJycnREVFYeTIkV2eOzc3F/b29tDX18fAgQMRHR0NKSkptLW1YcaMGQgJCfkm9fzz58/Q09NDUVER0/EsKChgHKq2b9+OwYMHA/g6i15TU4OCggL0798frq6uePLkCcNKMjAwABEhLi4OvXr1AovFQhOnHQ6zp0DxJ9xp7sQcxN2jJyArK4tJkyYhOTkZDx8+hIyMDIKCgjB+/HgoKytDQkLih+/wrKwsDBo0CO7u7nj58iXmz5+PoqIi3Lx5E6mpqSAiSEhIwNjYGIaGhpCQkMCFCxdgYmKC9+/fY/To0d8M5MnLy+Ply5dQUlICh8OBmJgYwsLC0NbWxkP5rqyshLOzM549e4YZM2YgOjoaLZx27Mp99MO26Ap7J89EQcZDCAoKonfv3nj+/DlGjBgBNpuN9+/f48mTJygoKICkpCQ4HA4kJCTg5+cHOzs7GBgYQE9Pj+cdxeVyYWFhgaamJrS0tCA+Ph4uLi64ffs2Bg4cCDl1VfQN8IWd9zDgTwHJj69eI+fabcSsWANVFRX88ccfDGOrpqYGfHx8GDFiBMLDw7Ft2zZkZGRg0qRJSEpKQnZ2Ntzc3HD27FlISEigoqICJiYmmDNnDsO6q6yshJubG2xtbVFcXAw2m439+/dDWFgYXC4XbDYb9fX1aG//GlzS0NBAbm4uxMXF0djYCAUFBQwdOhSxsbFYsmQJEhMT0draitzcXAgJCWHRokW4evUqtm3bhlGjRnW6l6qrq5m+xJMnT8DlcmFiYgIiwvHjx3mCKB31KSkp+WZQPCEhAVeuXGFccf6MjjSa06dPw8rKCkSEiooKnDhxAitWrMDo0aORnZ2NBw8eQFxcnHm319TUYOHChbC0tERUVBSqqqqwceNGDBkypFOwLyUlBYsWLcKnT58gLS2NN2/egMPhgI+PD25ubli6dCl69OgBERERcLlcnDx5EitWrICamhrWr1/Pwzj9O+ByuXB0dISfnx98fHywbds27NmzB56enliyZAl0dXV/+Zjl5eWYNWsWzp8/D1FRUWzYsAGTJk36Luu3trYWvr6+qKurw+fPnzF06FB4enrizJkzOH36NISEhODt7Q1vb+8fTt6UlZXB2toa79+/7/Tbs2fPsG/fPhw/fhxSUlJM33TevHkQFxdn3hFEhNu3b2Pr1q3IysrCtGnTEBoa+sM0oa4gIyODpqYmqKmIoejx+B/v0BWk5gICmn9v3/9DDB48GMHBwQzT6zd+478VvwMjv/Evo6mpCePGjcOnT5+wceNGTJs2Derq6oiNjYWioiKKi4sRGBiIe/fuQU9PD0uXLsWDBw+QmJgId3d3BAQE4PXr1zh69CiKi4thY2MDIkJ6ejp0dXWZYMi3FM3/3SAifPr0qVPwo6CgACUlJVBVVe0U/DA0NISamtovB2vKy8thamqKiooKHtpmRzvcvn0bZmZmAL52CDqs/Pbs2fN/wpJpbGyEo6Mjvnz5wlzXoKCgv01VBb52UFNTU5GSkoJbt26htLQU/fr1Y3RCzMzMcPnyZUyaNAlpaWlddrAaGhogKysLFRUV9OnTBzo6OtiwYQMGDRqEc+fO8TAjfhVLlixh3AS+F8DqQF1dHcMIuHTpEi5cuAA9PT1kZWVBUFAQ3bp1g4qKCgQEBFBfX4/S0lJUVlaiT58+sLe3x86dO3H16lXExcVBVla2y7zbrVu3Yt26ddDT00NOTg4aGxsZe9HGxka8f/8ekyZNwqBBg+Dp6Ynm5mYcP34ce/fuxfDhw+Hl5QVbezusOByLGgkRtBMve6K9rQ0lGQ/x6FgSHt5PZ6jYSUlJCA0NxdKlSzt1Tj9+/AgjIyN8+vQJDx8+RFxcHK5fv46ysjKwWCwYGBhg2LBhmDBhAgwMDJhnoampCZqamnjw4AHPtW1paYG/vz8qKytx7tw5SEpKor29HQsWLMDly5dx4cKFv33fJZcWIqf68y/tQ1wunu2Iw9L5C3Dp0iVcuXIFmZmZaGpqAvdP7BNFRUW0tLRgwIABePr0KYqLizF9+nSsXLkSr1+/hr+/P2xtbbFjxw4mbcPe3h4LFixASEjId8uwbds2hIWFQUZGBgoKCtDS0sKDBw8wduxYhIWFQVZWtkstjVOnTqGoqAgeHh749OkT0tLSUFBQAE1NTUZ7pmNbLpfL6NK0trZCQUEBJiYm0NLSYpxPWCwWtmzZwtyjiYmJeJGbiwVxu1HGaUFXnYaWmlqc2RCJtw+fIDU1FRcuXEB4eDiEhITw7NkzvHnzBps3b0ZaWhpCQ0Mxffp0JhDWFaqqqpi0rpEjR2LUqFEQExPD4cOHwWKx8Mcff8DV1RXt7e1Yt24dUlNTcf36dRgZGSEvLw8tLS1QV1fvpGPS8a7uoMP36dMH7969Q+/evTFgwAD069cPEydO7FQea2trxkFoyfJlaLa3/Nlbiwe3N+/E9cRTaG1thY+PD/bs2cOjlbF3717s3r0bpaWlmDhxIgwMDPDq1SvmG1RcXAwVFRUm6G5oaIjXr18jJiYGmpqaTN2lpaWZIJ6AgAA2RmxE7psSiEmI48KpJKiw5TFmzBgmjRH4GvgPDQ1FWloaLC0tcfv2bVRUVDCWu1VVVbh9+zb4+PgQHx+PHTt2AACCg4Nx48YNvHr1CkQEa2trDB8+HM7OzggNDYWZmRkePHiAgoICZGRkoEePHti3bx/mzp2LhoYGiImJwcbGBq9evcKGDRtw9uxZ3Lp1i7HDbm9vh6mpKaqqqqCrq8uwqtauXcvzzm5tbUVycjKOHDmC69evY8CAAQgICIC7uzvmz5+Pz58/o0+fPlizZg22bNmCcePGMe8pR0dHzJkzp5PzWQcOHTqEW7dudZlqmpWVBR8fHybtEfgaSLCxscGcOXPg5+eH1tZWSEhI4P3793jw4AEmTJgA4Ov3kYgYBy5TU1NGv8TExAS6urpITk7G5MmT4eHhgdbWVpw+fRocDgeDBg1ignZZWVkoKCiAsrIyampqICUlxVgDd7B1/xXs3r0bCQkJuHfvHtP3qKqqQlRUFHbu3AkPDw8sXbr0b/XTCgoKEBISgvv370NOTg7bt2/H6NGjv9mfam9vx7x58xgWqa2tLdMnevz4MTPB0NraCm9vb4wcORK2trad+kyNjY2Qk5NDc3PzN8uWl5eHXr16wcjICB8+fMCIESNw7NgxvHv3rlO75uTkIDIyEklJSRgzZgzmzJnDpIr+CEQEQUFBcDgcCAvzo7YkFEJCf0M3TmYNwPfjfsx/GpGRkSgoKEBMTMw/XZTf+I3v4ndg5Df+JVRUVGD48OHQ0tJC7969sXbtWqxfvx6TJk1CWVkZAgMDkZKSAm1tbYwfPx737t3Dy5cvMXHiRGhoaODy5cu4d+8eQ3989uwZrKys4OXlBU9PT4ZW/3+BxsZGFBYWdqn9wc/P32XwQ1dX998q6Hr48GFcuHABp0+fZtZxuVxG3Gv+/PkAvgZFBg0ahO7du2P37t3/9qDI48ePERsbi8TERFhYWCArKwsZGRkwNTX98c5/QUNDA9LS0hhGSF5eHuzs7JhAiJWVVZczQjExMYiMjER6enqXsy1sNhuPHz/Gvn37sHv3blRXVzOzfLt27YKLi8svl3Xz5s2Ii4vDvXv3eM5ZVVXVSeujY6mvr2f0HzIyMuDp6YnRo0cjJCQE8fHxsLOz63Sez58/Iz09HYmJiTh//jyICK2trQgMDMSAAQPg4ODA5LefOHECc+fOxa1bt7B27VocO3YMbDYbdXV1aG9vh7CwMMLCwjB//nxGNDIgIADHjx+HiYkJGhsb8fhlNhLyn6JF4Pv3SVtdA/ZPmY322q+03rlz52L9+vWdrs+bN29w+PBhrFu3DlwuF1wuFwoKCnB2dkZgYCD69+//zZnWDvr4pUuXmHV1dXXw8vKClJQUjh07BmFhYVRVVcHHx4dpg1+1Y21oaICPjw/y8vIgqCCHSfujf2n/FzfvIH7OV7vkjvpLSkoyGgfr1q1jhKNV/meGXVtbG56ennj37h2Kiorg4+ODoKAgxMXFITk5Gbt27cKSJUvg5eWFuXPndhnUqK2tRWlpKVJSUpgcbD4+PigrKzMCsB8/fmTSLWRlZSErK8ujp3Hz5k24ubmhra0NKSkpMDc3x/jx46GtrQ1paWlISkoiLy8PZ8+excWLF2Fvbw9dXV0cOnQIqampsLCw4GmL48eP48SJEzh37hzi4uIQHh6OjIwMKCoq4ktjPQIWzkXw7JlgCQpAQkAI2hIyaH73Hk79+mH48OE4f/48zMzM8PjxY0hJSWHEiBHYsmULREREUFBQgK1bt+LUqVPw8fHBvHnzOqVAcLlceHp6olu3boiKigLw9X3dv39/DBo0iBGLLSwshIODAyoqKmBqasqkIjQ3NyMxMRFv377tkt3XYY1raGgIV1dXEBEuXLgAUVFRbNq0CY6OjigvL0d2djazpKenIz8/nynj8hvnIKPctZXp91B36TZ2bNkKb29vxMTE8Az+MjMz4eHhAUVFRdy4cYNHbLMD7e3tKCkpQUFBAVOvmzdvorCwECwWC2w2G3379sXDhw/R0NCA6upqsFgsrFy5EuHh4VBUVMTJkydx8OBBWFlZMcG6mpoajBo1CoKCgkhMTGR0H96+fYutW7fizJkzKC0tBYvFQr9+/RAeHg4zMzNoa2vD1taWCXgUFxdDVFQUhoaGyMjIYO7hL1++gMPhwM7ODnfu3UVOZQXiLp2DsKw0BPj4YGdhBdbHLwgLmoLsFy+wadMm1NTUwMvLCzdv3sTZs2dBRCgpKQGHw8G+ffswYsQIEBEyMzNx5MgRnDx5EkZGRggICMCoUaN43iFNTU3o2bMnli1bBnNzc4wZM4axTJeRkUFCQgLi4+Nx48aNLq9bXFwc0tLSEBcX1+m3sLAwsFgsbNiwgVkXHx+Pffv24f79+zz23JmZmRgxYgQEBATw9u1b9OjRA7m5uTh16hT4+Ph49Euys7Px9u1bAGDEhkVERKCsrIyjR4/ypMXcunULixcvRmVlJQYOHIjW1lY8fvwY+fn50NfXR8+ePZnFwsICoqI/b8HdoZNy9+5dmJiYdPq9uroaO3bsQHR0NMNe+ZF1e1d48OABY7esrq6OXbt2wdXV9ZsBkt27d2PVqlXQ0NCAnp4ejhw5wrBriQjZ2dk4ffo0kpKSUFVVBS8vL4wcORIODg7g5+cHEUFUVBRVVVXfbI/JkydDXl4e69evx/Pnz7F//37s3bsXRkZGWLduHdzd3Tt9Lz98+IBdu3YhJiYGDg4OmDdvHuzt7Xnq0cF2vX//PtLT05GWlobKykomCH/lxHAMHqD9aw3IrwFIz/u1ff5DeP78Oby8vFBYWPhPF+U3fuO7+B0Y+Y2/jVevXsHd3R3u7u4oKCjAly9fcPToUUhLS2PChAm4du0aVFVV4ebmhlu3bkFRUREuLi54//49zp8/DzU1NQgJCeHVq1dwcHCAl5cXhg8f/lOuKD8LLpeLd+/edRn8+PTpE3R0dLrU/mCz2f+2MnwP/v7+6Nu3LyZPnsys27p1K86fP4/bt2+Dn58fNTU1GDRoECwtLbFr165/W1Ckuroax44dQ2xsLCorKxEUFITAwEBoaGhg69atSE5O/imBtZaWFmRmZjKBkMePH6NHjx5MIMTW1vanGR2LFy/G3bt3cfPmzU4dle7du+Pw4cOwtLTEyJEjcenSJRgYGMDX1xd79+6Fvb09tm7dChUVlR+eh4iwbds2bNmyBQsXLkRlZSUT+Hj9+jXa29uhp6fX5aKsrAwWi4WzZ89i7dq1yMrKAovFQlhYGAQEBLBu3bpvnnfq1KlQV1dHWVkZqqurYWlpyWiViImJQVtbG0+ePMG2bduwceNGFBYWwsrKCm/fvoWEhAQsLCzg5OSEq1evIjMzE66urhg5ciQGDx4MVVVVNDQ0QEBQEOuun4eg/M8FFqrff0DxsXMInjABq1atwsePH7FmzRq0trYy6TF1dXVMmo2bmxu2bdv2U88IEaFHjx4Muwf4GiRyd3eHpaUl9uzZA35+fuTm5mL48OEYMmQINm3a9LcElNvb28Fms1FbWwsAmBAdAbP+fX9u39ZWRI4OxMfXXzUxrK2toaGhgdu3byMkJAR//PEH3NzcMGjQINTU1DCdcVtbWzx48AC3bt2Ci4sLMxARFRWFoKAgwwTrYGn8VSCUiPDmzRu8ffsW3bt3h5mZGW7cuIFVq1Zh3bp16Nu3L5YuXQoZGRk0NjYiMjKScTJasGAB5OXlcefOHQQFBUFRUREcDgc7duxg0vKKi4tx+PBhHDp0COLi4ggMDISfnx+UlZWxfv16bNmyBenp6Z2YOZMnT2ZmrgMCApCamgpDQ0MAQEZGBkJDQ/H06VNm++bmZtjY2GD27NmYOHEiXrx4AQcHB0Y7RFRUFC0tLczAFfjKQNq5cydiYmLQt29fLFy4kCn3pk2bcObMGdy9e5cZ6HTs06dPH6xYsQLjx4/Hvn37sHTpUggJCaGqqgq2trbgcrm4du3adwd+NTU1mDVrFhoaGqCtrY3Lly+jpKQETU1NzL0nICAAdXV1GBsbw9raGn379sWoUaNQVVWF9vZ2uM8KhUvwrzlAfMwtwLMDX11E/uyS0tDQgOXLl+P48eNQUlLCmjVrMGzYsJ86ZkNDA4yNjRmnk/79+8PAwAD3799HW1sbNDU1UVRUxKRdjB49GmZmZrh58yacnJywYMECVFRUwMPDA/369cP27du/+fx9/vwZoaGhOHPmDLhcLsTExKCurg4lJSWcO3cOiYmJiIuLQ3FxMSPm7OTkhPnz5zPsFQs3F/itWw5+ka6/CV/elSFtdxxyMx/i8+fPUFRURE1NDcTExBhdjYyMDPj7+0NSUhKNjY0QEBBAQEAA/Pz8vqt58fjxYwwaNAiPHj2CgoICw047evQoevXqBQ0NDdy/f7/LWf59+/bh4cOH2L9/P8/6v6bRAF8Dv4aGhjh//jysra2ZbU1NTVFTU4PPnz8zDl2ysrJISEjAnDlzkJCQwIhbJycnw9/fH42NjTAwMICwsDBevHgBIyMjNDc3o6ioCJqamlBWVsbbt2/R3NyMGTNmYObMmTxiph3Od1lZWcySl5cHPT099OzZEz169EDPnj1haWnZJbOkQ+usZ8+eWLly5TfbFvg6gbNr1y5s27YNzs7OWLZsGcN4/VkQEa5cuYKpU6fi06dPMDY2xu7du9G7d+8ut7927Rr8/f2hqakJRUVFJCUldVmPvLw8JCUlISkpCWVlZfD09MTIkSMxbtw4PHr0qMsgZFFREWxsbFBQUMCjjXHlyhVMmjQJmpqaePv2LaNFoqWlxbN/Q0MDDh06hMjISMjIyMDZ2RlcLhcZGRl4+vQpdHV1oaCggE+fPqGgoAB8fHwMe2XwAG1cOTEcvwTxMYCw7Y+3+wfA5XKhoqKCBw8e/C1dmt/4jf8UfgdGfqMTOFwu6ttbwQILEoJC4PvTwLitrQ3JycmQk5NjKIqnT5/GpEmTMG3aNISEhODixYuQl5eHhYUFHj58CHt7e8jKyuLWrVsQEBCAiIgIysvL4erqCi8vL3h4eEBGRuZfKnN1dXWXwqeFhYWQk5PrMvihpaX1L1nc/qvgcrlQVVVFRkYG86HIzs5G//79kZmZCR0dHdTU1MDNzQ09evTArl27/mVdFSLC3bt3ERsbi4sXL8LNzQ3BwcFwcXHhCbi0t7ejV69eWLRoEcaMGcNzjPb2djx+/JgJhGRkZMDIyAguLi6MY9Df1SHhcrnw9/dHa2srTpw4wXN93N3dMW3aNHh4eEBNTQ2DBw+Gm5sb5s6dy7i8JCYmYsWKFZg6dSpYLBbKy8t5Ah4d/8/NzUVLSwszGP1z4ENXVxfy8vLfbeuOvP4NGzZgyJAhAL4K002fPp1nwPjXdlNVVcWFCxfg7u6O3NxcRiSPiBAfH4+ZM2fCwsIC6enpICKIi4tDQEAAHA4HW7ZsweTJk5lydbgynT59GqmpqWhtbf163YYNxpjw7wuk/hUOiupoL3yLuLg4XLhwARUVX902tLW1MWrUKEyYMAFGRkbYvXs3njx5gtjYn7MpvX//PiZMmIC8vDzw8fHh3bt3cHV1ZbQLWCwWrly5wrhwdNDLfwQul4vS0lLmmr5+/RqvXr3CjRs3UFdXBwAQkZRAyP4d0DD9fjoOp60dlzZEIvtWKqqrq8Hlcpk27hANFRQUZAZA0tLSaGpqwsePHxnLxpiYGCafX0xMDE+ePMHOnTvR1tYGDQ0NiIqK4sSJEzAyMgKXy8XVq1cRGRmJvLw8TJ8+HZMnTwabzUZJSQn69u2Lt2/f4suXL3Bzc0OfPn0QFRXFPJ+lpaUIDw/HyZMnMW7cOJw9exZVVVXYvn07xo8fj8bGRpw+fRrx8fF4+fIlxowZg8DAQFhZWfHc05MnT0ZSUhIePXrUqaOqr6+PjRs3IjQ0FElJSTy2shs3bkR5eTnD5ACAWbNmoby8HCdOnEB1dTXs7OwwY8YMhIaG4saNG4iKisLdu3fB4XCwdu1azJ07lylLQ0MD4uLiEBkZCQ0NDQwePBhRUVH4448/umQM5ubmwtHREXp6emhra8PRo0ehqakJCwsLFBUVYfr06YiKiur0/DY2NjKz8NnZ2UhOTkZxcTH4+fkhLS0NWVlZ5OfnIz4+HgICAkw6ZcdSXl4OFouFlpYWAICcqgoWnj8GwV9gEAplv8Y0n7E8Zbt16xYmTZoEe3t7bNu2DT179kRKSspPazbMnj0bnz9/xqlTp1BXV4dPnz7BwMAAxsbG0NTUxODBg7F06VKYmppCR0cH9vb2KCgowLFjx8DlcvH582dwOBzo6upiwIABPCxJTU3NLr+R9+7dg7e3NwYMGIAnT54gLy8PQkJCsLW1xfTp02FgYID9+/cjPj4ejY2NYLFYEBMTg7n7QIxaseiHdeIHC0dmL0bWrdsAvgap8vLyICsri5MnT+LIkSMMq+Dt27eIiYn5aevYiIgIXL16Fbdu3QI/Pz8uXLjA2B3X19eDy+V20kICgD179uD58+fYs2cPz/qu0mgWL16M8vJyxMfHAwBjvbtw4UKw2Wz88ccfnZ65u3fvYvTo0QgMDERycjKeP38OZ2dn+Pv7Y+PGjTA2NsbOnTuZAfyjR48wf/58vHz5Evb29hAWFkZeXh5evXoFRUVFxlK4Iy3H2NiY6We1tLR0Cpbk5uZCR0eHh1liaWmJK1euYNWqVXj8+PFPT3DU19dj9+7diIyMhKOjI5YvX47u3bv/1L4d4HA4OHLkCObPn4+Ghgb06dMH0dHRXQZaXr58CQ8PD0hJSUFKSgqXLl36bp+yqKiICZI8evQIQ4cORXBwMAYMGMBTx8DAQGhpaXWyMyciWFhYYMuWLVBRUcH+/fuRkJAAW1tbTJkyBYMHD0ZhYSEj0p6Wlob3799DSEgIHA4H3bt3R0tLC3JyciAtLY3q6mp4enoiODgYAwcOBJfLxfLly7BmgTbQ9uLnGkxAB5CcDrD+eSOCb8HPzw9OTk6dxLB/4zf+m/A7MPIbDEobavHkywcU1VWB8z+3hSAfH/Sl5NCDrQJFUXFER0dj1qxZEBERgZOTE/Lz87F7927ExcUhKSkJUlJSUFNTQ0VFBSwsLFBcXIzPnz9DXFwctbW1GDZsGLy8vDBo0KBfznttbW1FUVFRl9TopqamLoMf+vr6kJCQ+L9orn8Zz549w6hRoxj71dbWVvTu3RtTp05FcHAwkypibW2NHTt2/EtBkQ8fPuDQoUM4cOAAoyfh7+//XYGwBw8ewMvLC9nZ2SgrK2MCIXfv3oW6ujrDCOnbt+8vpz18Dx0zjT169EBkZCSzfvLkyejZsyfGjh0LKSkpZGdnM3oCa9euxeXLl2FqaorCwkI0NDSAiCArK8sEOzoCHxUVFVi7di1u3LjRKYXgZ3HixAlERkbiwYMHzHVpb2+HsrIynjx50qUrzfXr17F8+XLY29szjJUOpKWlMQ4FHVRtWVlZ8PHxgcViQU1NDXl5eTAyMmJsgu3t7Zn0m4kTJyI+Ph5EhBlH9kHb0vyX6vPlXRk2DhkNeXl5ODk5ISAgACUlJQgPD8fAgQMRHh4ODQ0NPHnyBH5+fsjJyfmp4/r6+qJPnz6YNWsW8vLy4ObmhpkzZ2LevHkgImzZsgXbt2/HqVOnOqUgNTQ04OXLl8jOzkZ+fj5jbVtWVobPnz8zDIyOdKLS0lIA4MkXFxIVxdC502A9YggEu+jU15WWA/nFkOMTRE5ODg4cOMBcx7t37+LZs2c4ceIErl+/jtbWVuzatQuBgYGoq6uDmpoaysvLISEhAW9vbwwdOhSBgYEgIgQFBeH9+/dYvnw59uzZgzNnzoCI4OTkhKKiIoiLi2Pu3LkYPXo0DyOipqYG6urqTHCnpqYGHh4ezECzY5Da1taGNWvWYPPmzWhpacGsWbPg4uKC06dP48KFC+jbty/jCPatwYyrqysePXrEWF92oLS0FBYWFhAXF8emTZvg6+vLs9/gwYMxadIkRovh8uXLmDp1Kp4+fQpxcXEMGjQIFhYWPPc38JVhuHr1ahw/fhzq6urYv38/Bg4cyPP8xMbGMq4aq1atgr+/f6fynzlzBsHBwWhpacH9+/dhaWmJI0eOYOnSpbCxscHly5fh7OwMPz8/5Obm4sWLF8w7zNDQEGZmZjA3N0d7ezsuXryIjIwMBAUFQU1NDRcuXMCzZ8+Yc7W0tOD06dPYuXMnSktL4e7ujgMHDoDD4UBVVRWOviNhM4E3cPwtqHD5Mab7/7IHqqurMX/+fFy/fh0xMTFwd3dHXV0dlJSUUFdX91NB+/v372PUqFF48eIFE1BpaGhA//79UVVVxQwijx8/jmHDhuH06dNM+oWPjw80NDQQHx+PtWvXQltbmyc9p6CgABUVFdDV1WX0TDq+rwYGBvjw4QPc3d0xd+5c1NXV4fLly2hvb8ezZ8/AYrFgZWUFS0tLxMXFgcPhQMVAF3NPHgLfT05G1FZ8RsQwXzTXNwAAhISEwMfHhyFDhmD8+PFwc3ODoKAg0tPTMXHiRHTv3h07d+78IeOUw+HA2dkZQ4YMwYIFCwAA79+/x/jx41FVVYXi4mKUlpZ2Yhzt2LED+fn52LlzJ8/6sLAw8PHxMVpRr1+/hq2tLeNccvToUaxYsQJiYmL48OED1q1bh2nTpvEco4NNFR4ejvz8fMZx6ciRI7h8+TJ27NiBESNGAPiqx7FixQrcuXMHixcvxpQpU3jSezkcDoqLi3lScjr+Ly0tzaNf0rHIy8ujpaUF2dnZyMrKwuPHj5GVlYWXL1+ira0NAwYMwKBBg5hgyc/2qRoaGrB3715s3rwZvXv3xooVKxhWzc+iubkZ0dHRWLt27Vemlrs7tmzZ0imw9OnTJwwfPhyfP3+GqKgobty4wUw8fA82Njbo3bs3njx5guzsbHh4eMDb2xs6OjoYMGAAXr161WWQJS4uDqdPn8aVK1fQ2NiIe/fuITY2Frdu3UJ1dTWkpaXh5OQEV1dXKCgo4Pnz5zh//jyKi4sBfGUVaWpqYu7cuQgKCmLadP369WhoaPjqREgtQF0c0J7f6fw84NcCJCcDfP+aMP7/NQ4ePIjk5GQeZ6ff+I3/OtBv/P8eHC6XbpS+pq0vMr673H5bSMLCwgSAAJChoSGNGjWK+Pn5SVxcnOTk5EhHR4d0dXVJVFSU2Gw2SUtLU3BwMF29epVaWlp+WBYul0vv37+n27dv0969e2nu3Lnk4eFB+vr6JCwsTLq6uuTu7k5z5syhmJgYSklJobKyMuJyuf+Blvr3YtOmTTR16lTm72XLlpGHhwdxuVyqqqoia2trmj59+t+uW1tbG128eJGGDx9OMjIyFBQURBkZGT88HpfLpVevXtHevXtJV1eXRERESFdXlyZNmkTHjx+nDx8+/K3y/AoqKyvJ2NiYtm/fTq2trfTq1Svy8/MjNzc3srOzI35+fjI0NCRhYWFSV1cnJycn8vb2Jh0dHdLS0qJJkyaRkpISTZkyhSorK5nj3r9/n+Tl5SktLe1vl629vZ2MjIwoOTm502/+/v60e/fuLvebMGECrV69mmRlZamsrIxZ//DhQ2Kz2WRlZUX8/PwkKipKEhISJCMjQ0uXLqXW1lYiImpqaqK0tDSKiIigYcOGEZvNJk1NTRo7dixJS0sTABISFaUtz+7/8FnuanldXtapzLW1tbRs2TKSk5OjsLAw+vz5M0lISPC0aVdobW2lFy9ekJSUFKWmptKePXtIVlaWJk2aRNHR0bRixQoyMTEhOTk5cnR0JAsLC9LQ0CAZGRkSEhIiFotFAIiPj49ERERITk6OtLW1qWfPnjR48GAKCgqiRYsW0Zo1a8jV1ZUkJSXJycmJ5OTkaOHChcTHx0eCgoJkampKIiIipKSuRv0DxtDSowdoQfxeGjIrlFKy/iAul0upqalkY2NDPXr0oPPnz5OhoSHx8fHRhAkTmGeloqKCBg4cSHJycqSvr08bN24kBwcHOnfuHBERHTp0iDw9PYmIaNGiRWRra0v19fVERFRWVkYzZ84kERERYrFYJCUlRQcOHKD29vZO7cbhcIifn5+55kRE9fX1NGDAAPLx8aHW1la6fv06GRsbk5ubGwUHB5ORkRGJi4sTPz8/ubu7U2Fh4XevTQcMDAxIWlqaKioqeNbv3buXpKWlacOGDZ32aWtrIykpKWaf8vJyUlZWprt37xKXy6XAwEAaNmxYl3XrQHl5OdnZ2ZGgoCAZGRnRoUOHqLm5mdra2qhfv360YsUKunXrFg0aNIhUVFRo/fr1VFlZSTU1NRQYGEh6enqUnp5O8fHxpKamRvPmzSNxcXEaPHgwmZmZkYCAALFYLFJQUKAlS5bQqVOnKDc3l9ra2njKUVRURBoaGkRE1L9/f1q2bBl5eXkREdHbt29p6dKlpKSkRAMGDKCzZ88y+w8ZMoTMzMyooaGBiIief/lAGx/e+e6z5btqMQ0YOJB2795NN2/epNjYWFJTU6PQ0FCqqalhypSZmUlWVlY/df2amprI0NCQTp8+TURE/fr1o1u3bpGvry85OjqSsLAwiYiI0PXr1+nly5ekoaHB8+7v3r07ycjIUGZm5jfP0dDQQE+fPqWTJ0/SunXraNy4cWRra0syMjIkIyNDlpaWJCUlRX369CEJCQk6f/481dXVUUJCAtnb2zN9BQDkH7H6l99Jfcf5MvsPGjSIevfuTRYWFpSSksJTzsbGRlq4cCEpKSlRYmLiD79xJSUlpKCgQE+ePGHWcTgc2rx5MwkKClJoaGinfbZt20azZs3iWcflcqlbt270+PFjZt2IESMoPDycLl26RGZmZmRnZ0dhYWHUrVs3mjlzJq1Zs4bZtrS0lJYtW0ZKSkpkZmZGUlJStHz5cjIwMCAREREKDg6m6upqpswTJ04keXl5Cg8Pp7q6uu/W8a/gcDj05s0bunr1Km3dupWCgoLIzs6OZGRkSF5envr27UshISEUHR1NN27coLKyMho3bhyNHj2a9u/fTyEhIWRtbU2ioqJkbGxM/v7+tG3bNrp79+4Py9LY2Ejbt28nVVVVGjp0KP3xxx+/VHYiourqapo3bx6JioqSiIgIBQUFUXl5Oc82TU1N5OvrS2pqaqSjo0MlJSU/PO6wYcPo7NmzRET0/v172r17Nzk7O5OgoCCZmZnRiRMnOtXv/fv3lJCQQKKiotS9e3cSExMjW1tbmjt3Lp0+fZpu3LhB3t7eJCwsTKKioiQvL092dnakoaFBenp6tHbtWrp79y7NmDGDZGRkaPz48fT8+fOuC8jlEDWlEVWFE32ZxbNwK1cRNaYQcdu63ve/DG/fviU2m00cDuefLspv/MY38Zsx8hu4VvoaL6srfmrb63sO4Nru/6XRCwkJgYggLy+Pz58/Q1hYGMLCwvDx8YGPjw/s7e27nPlqaGjgmZ36MwtEWFj4m8Knf55d/X8dAwcOxPTp0zF8+HA8ePAAnp6eePr0KURERODq6oo+ffpg+/btv8wUef36NeLi4hAfHw9NTU0EBwdj9OjRPHnHf0WH+GPHwuFw4OLiAltbW6xevRoXL17sZCf870RzczOKi4t5RE5fvHiB9PR08PHxQV1dHaKiouByuaitrYWCggKOHTuGbt268czsERFOnDiB+fPno1+/fhAWFsaVK1cQEREBS0tLuLq64tChQ4zexd/BkSNHsHfvXty7d6/TtTlx4gQOHDiAyZMn49OnTxg3bhxiY2Ph6uoKBwcH+Pj4QEBAgHFzyM7ORr9+/cDhcFBXVwdxcXEICgpCWFgYiYmJ6Nv32xoZpaWl2Lp1K44dO4bm5mYICQlBVFYGs88c+Vv18lLTw/vcr64Xrq6uPAKhr1+/xuHDh/Hs2TMICgrC0dER8vLyXYqJ1tTUoLW1FYKCghAQEICcnBzev38PDQ0NSEhIME49XC6XERlVV1eHlpYW9PT0YGRkBDMzMxgbG3/3eU9LS0NQUBBMTU0hICCAp0+fwsDAAFevXgU/Pz9z7jFjxsDb2xs2NjZISkrCokWLYGNjAxMTE4YxER4eDl9fXybdx8zMDG1tbQgJCcHWrVvBYrHw5s0bWFlZ4ezZszhy5AiOHTsGRUVF7Nq1C7169YKBgQEWL16Mw4cP4969e3j79i22bduGS5cuwc/PDzNnzoSqqioCAgIYqveCBQsQFBTEk7/OZrORl5fH49jS3NwMDw8P5OTkQEhICMOGDcOzZ8+Qnp4Ob29vLF68GKKioli9ejVu3bqF+fPnY9q0ad9k5XG5XIiLi4OPjw8fPnxg3g3t7e3Q1taGlpYW0tLSOt3fDx8+xIQJE5CdnQ0ul4vBgwfD1tYWa9aswfr165GUlIS7d+/+VCrdiRMnMGXKFCgpKaG6uhr6+vrg5+dHSkoK88148eIFNm/ezDBujIyMYGJigvz8fOTk5IDFYqGhoQGjR4+Gh4cHzMzMYGRkhOPHj2PatGnQ19fHnTt3eNq3A+3t7RAXF0ddXR2MjIzg6emJ8vJytLa24vbt2/D398fUqVM76a+kpqZi6tSpyM7OZtonZPZMQEMZGtZWEJX7yp5rrKmFtpgUDESlcP5IAhISEuDg4IDr16+jsrISgoKCjM1wx3euoKAAubm5PzWjunjxYrx69YoR7g4MDISuri42bNiAlpYWbNy4EVZWVhg7dix8fX3B5XKxc+dOcDgczJkzBwcPHkRkZOTforUTEb58+YL8/Hw8fvwYGzduRH19PZNqpKCgAAMDA9y+fRtcLhfCYmJYk5YMgW8INH8L5a9eY6t3AIgIPXv2xN27d3H58mXG4nbz5s08wr2ZmZk8aX/KysrfPPbRo0exceNGPHz4kOcbEhkZiaVLl8LX1xfR0dHMs7FlyxaUl5fzpNlkZWXB19cXBQUFYLFYSElJgb+/P3R1dfHlyxds3LgRgoKCmDBhAlJTU3Hjxg28fPkSfn5+2LFjB27cuAFvb2+Ul5ejqKgIkZGR2LNnD5MmVF9fj/3792Pfvn1ISEhASEgI5s+f/29laBIRPnz40Ilh8uzZM9TU1MDa2hpmZmYMu0RfXx+1tbV48uQJk4aTnZ0NTU1NHs0SKyurTi5vzc3NOHDgADZu3Ahzc3OsWLHim9oh38L79+8RFhbG3PfTpk1jdJg66rNmzRps374dIiIiSElJ+a4QbGBgIPr27YuJEycyAtguLi5wd3fHqlWrcPHiRdy/fx86OjqQkJBAaWkp6uvrYWdnh8bGRkhKSuL48eNgsVi4desWzp49iwsXLkBZWRndunVDdnY23rx5A2FhYYwaNQorV67kYbtUVlYiJiYGO3fuhLm5OebNm8fDpPvThQI47wHOJ9xPv4+589dj7LgFmDVrzi+13z8NIyMjHDt2DD169Pini/Ibv9E1/rGQzG/8V6C4tuqXZnA2P7tPKgZ6zCwOi8UiISEhUlRUpFmzZtEff/zBzNa0t7dTUVERXb16lbZv306hoaHk4uJC6urqJCIiQmZmZuTt7U1Lliyh+Ph4ysjIoC9fvvzDLfKfQWNjI0lISFBNTQ01NDSQvr4+nT59miorK6lXr140a9asX2KKNDU10bFjx8jZ2Znk5eVp9uzZ9OLFi29u/+nTJzp58iSFhISQvr4+sdlsGjlyJO3evZvy8vJ4zp2QkEAWFhadZlx/FfX19fTs2TNKSkqiiIgImjRpEjk7O5OmpiYJCwuTgYEBubu708yZMyk6OpquXLlCSUlJxGazKSMjg5KTk8nFxYUEBAToxIkT3z1XbW0tzZs3jxQUFGjhwoVkampKQkJCtGXLln+pDq2traSrq9tpxpKIKD4+nnr06EEASEREhHR0dCg/P5/4+PhISEiIRERESFRUlO7fv09ERPn5+SQlJcWwsMTExEhaWpq8vb2pqqqqy/O3tLRQUlISubu7k6ysLE2ZMoUyMzOZ63U349eZIh2Lsp4O81yz2Wzq1q0bWVpaUr9+/WjYsGEUEBBAvr6+JC0tTaKiohQaGkrHjx+nS5cuUVJSEh04cIA2btxIs2bNIk9PTxIQEGDYH0ZGRjRmzBiaOHEiwxz5u0yv2tpamj59OikrK9P8+fNJQUGBhIWFSUhIiACQlpYWrV27lnJycniOn5eXR/Ly8pScnEx2dnYkIiJCW7dupebm5k7nyMjIID4+PtLW1qapU6cyM1xubm50+PBhIiJ6+vQpSUlJUe/evUlNTY3k5ORITk6OYmNjycnJidTV1SkiIqJLds39+/dJVVWV9PT0SFpamiZNmsTMGOrq6lJ+fj6zbX19PS1ZsoRhEQkICNCQIUNozZo1ZGpq2qkNs7OzaeTIkaSsrEzbtm2jxsbGTud///49KSgokICAAMPk43K5NHnyZBIVFaWnT5922fabN29mWG6RkZHUp08famtro+PHj5OmpiYPE+pnUFRURLa2tmRqakri4uIkISFBAwcOpIULF9LUqVPJwcGBYdrIy8uTsLAw2djYUHx8PGVlZZGysjI5OTmRp6dnJ5bK1atXSVRUlNTV1ent27ddnr9bt270xx9/kICAAElLS5OKigrt3r2bamtrv1lmLpdLhoaGPKyz+Ph4EhERof3795OUjAxJyHxlcEVERBDR1+dWWlqa2Gw2LVq0iBobG6mqqooyMzPp8OHDtGzZMho1ahRzTVRVVal///4UEhJCkZGRdPnyZSosLGTq+OjRI1JUVOSZMZ87dy6Ji4sTm82mvn37MutPnTpFgoKCdPDgQaqrq6MhQ4aQi4sLOTs709WrV3/pen0L9fX15OrqSoKCgvT8+XMqKiqiK1euMMwvbcvuf/u9FLVzBw0ZMoQMDQ1JSkqKPD09ad++fbRs2TJis9k0b948nvdlU1MTLV68mBQVFSkhIeGb7xgul0s+Pj6dWCBtbW2kpqZGnp6epKenxzBqNm7cSAsXLuTZduHChbR48WIi+vrcSUlJEZvNpgMHDlBbWxtlZWWRgoIC3b9/nxobGyk0NJSkpaVJX1+foqKi6PLly6SpqUlTp06lrVu3EpvNplWrVlFzczNVVFSQnZ0d8fHxUUBAwH+EqdmBxsZG0tXVpaNHj9Ldu3cpJiaGZs2aRQMHDiQ1NTUSFxennj17UkBAAG3YsIFOnz5N58+fp/3799PUqVOpd+/eJCYmRgYGBjRmzBjasmUL3b59m2FHNTc30549e0hTU5MGDhz4txicubm5NHjwYOa9sW7dOobFRUR07NgxkpCQIFlZWXr06BERff12fPz4kec4c+bMYfoFixYtIn5+fuLn5yd9fX1ycXEhaWlp0tPTI0dHR7K0tCRxcXEaNGgQHThwgDIyMkhcXJyGDx9O0tLS5OjoSNOmTaORI0eSjIwMubu704kTJ6ipqYmys7Np1qxZxGazyc3NjZKSkniYgc3NzXTw4EEyNTUlc3Nzio+P/y7L2tPTk6SkpCgyMvL/Kcb0tGnTaOPGjf90MX7jN76J34yR/58jqSQXb+prfmmfzDMXcXLl13xaISEhpKSkgMVi8eQmd2gCKCgodKn9oaGh8Y8Kn/7TuH79OtauXYvU1FRMnz4ddXV1iI6OxsCBA+Ho6IjIyMifYoo8f/4csbGxTAQ+ODgYw4cP75SXX1tbi9TUVIYRUlJSAkdHR0Yw1dzc/JtuN0QEV1dXDB48GHPnzv1ueTrYBV3Z3FZXV0NHR6eT5oeenh40NDS+6YRw5coVBAUF4cCBA5gyZQozq/sz7jzZ2dkIDg7G48eP4eTkhCdPnmDixIlYsWLF3xKIPfD/sffVUVVtfdeTQx+ac+iSUhQMFEGwsQUVGxMUBRUVvbaYKDYWJnYrBgZ2oahgKyAqFmAXGHSc+f3hw34vF7BuPd/7OsfYY+hh77XWzrXWXL/fnOvWYdu2bThz5kyZv3l6euL48eMoKioCAHTs2BE7duwQbBZLoKioiICAAKxbtw4KCgr4/PmzECVSounx6dOnUhEY9+7dw4ULF5CQkCDo+Kirq+Pjx4949eoVMjMzBdeHiUf3QmJqXKZ9X0NeVjYmN2wFWVExbG1tcfToUVhZWQnP4O8jeg4cOIADBw4gLy8PRUVFKC4uhoGBgXBPra2t8erVKxw8eBB5eXk4cuQIHB0dsXXrVvz2229Ys2YNOnT4QbX9/yA6Ohp+fn7Q0NDAixcvkJeXB5FIBF1dXYhEIuzbt69cu+Ts7GzUrVsXVlZWiIuLQ5s2bZCQkICEhIQK6xo2bBgiIiJQvXp1ODo6YtWqVThw4AAWL16M8+fPAwCqVq2KLVu24Pz58xg7diyKi4uhoaEBHx8fzJo166tRWp8+fcKIESMQExOD5s2b4/Dhw6hcuTKePn2KTZs2wc3NDYsXL8bUqVNRXFwMKysr+Pn54fLly3j27Bn09PTQrFmzMnoFJbh9+zamTZuGq1evYsKECRgwYIDwXYiPj8fw4cNx9epVQWx27ty52LRpE969e4fXr1+X+/1p164d+vTpA1tbW7Rs2RJXrlzBixcv0LFjR5w6deq7BRZ/L4R6/vx5bNq0CSShoqLyxRL4/XtoaGiguLgYtWvXxubNm6Gnp4ePHz9i9erVWLRoET5+/IiAgADMmTMHrVu3hqOjYylNIgC4desWmjRpAjk5OVy8eLGU1ejdu3fRsmVLZGRkgCRsbW0FN41vYeHChbh9+zY2bdoEANi+fTt69+4NU1NT2NnZoUWLFpg5cyays7NhZWUFU1NT3LlzBy1btsSWLRVHdHl6eqJ///6oU6dOuVpab968gaWlJZ4/f45GjRqhU6dOqFKlCp48eYJBgwYhJycHZmZm2LJliyCY++rVK1hZWUEqlUJLSwt169bFqlWr0Lp1awQHB/+UzXl5KCwshJOTE169eoU7d+5ALBZDTU0NysrKaNypA1pN/LmV7cF2TlD9T9/w/v17HD58GAcOHMCpU6eEaJ7Hjx8jJCQEAwcOFPqRa9euoV+/frCyssKqVavKdSvLzMxEjRo1sG7dOrRs2VL4fcaMGXj27BmaN2+OwMBA/PbbbygsLERubq6gJUIS1tbWWLVqFfbu3StEkCUmJkIsFuPJkydo0KABpkyZgidPnmDdunWwtbVFRkYGbt26hWnTpmHz5s2YNGkStmzZAnl5eaxZswampqZYsmQJFi9ejI4dO6JKlSqYP38+du3ahSZNmvzUNfxRjB8/Hk+ePKkwcqmkTyqJLimJNnn16hVsbGxQrVo1VKlSBZqamsjLy8Pz589x69YtJCQkwNjYWBB3rVGjBu7fv49FixbB0tISU6ZMQePGjX+orfHx8Rg2bBhSUlKgoKAgPAdKSkqIi4uDh4cHCgsLsWbNGvTt2xfW1ta4e/eucPzoCePx7PUr6OtKsGvLVrx58wYABGv0O3fulNKtefjwIebMmYPo6Gi8fv0aysrKsLa2RqNGjXDs2DHh+1/i/vVH5ObmYu/evYiIiMCDBw/Qr18/DBw4UIgiIYkTJ05gwYIFSE5OxrBhwxAQEFAmSmjTpk3Ys2cP0tLS4OrqimXLlkHxByOy/g0cOHAAy5Ytq9AW+xd+4d/GL2Lk/zDyiouw4u61Hz4u93MWJjdoBf7Hb11TU7MM+VG5cmXY2tr+tDvJ/3aMHj0ampqaeP78OdatW4f4+HgEBASgcePGQuh+Rfj06RN27NiBdevW4eXLl+jfvz/69euHSpUqCfvk5OTg0qVLAhFy584duLi4CIKpderU+aFO9MGDB3B1dcX169ehrq5eLvHx8OFD5OXllSE9SjZjY+OfthqOiIjA3LlzkZaWhipVquDOnTvfddy7d+/QsGFD1KpVC+fOnUPTpk1RUFCAK1euYMmSJejQocN3pyoVFBSgcuXK2LZtG+rXry/8ThLZ2dl49eoVvLy8oK6SgR6dbNGsqT10dbVxJuYW9h9+gANHHwMQCcTJH6GkpARtbW3BylVNTQ0fP37Es2fPkJeXB0dHR9SvXx8ikQhXrlxBYmJiKfcYDw8PDBgwANkGuoh7++y7zqkEF3fsQdTsL5NKc3NzvH//HgCgrq6OgoICZGdnw9zcXLiP27Ztw9atW3H37l2sWLECTZo0waxZs1CpUiWQRKVKlZCfn4/Y2FhYWVlh4sSJ2LNnDw4cOPDD9o3Z2dnYvXs3pkyZgmfPnkFFRQUFBQWQl5fHkCFDkJiYCHl5eURGRkJLS6vM8QUFBWjYsCESEhLQuXNnhIaGwsDAALq6unj//n2Ftq6FhYUwMjKCqqoqLCwsYGVlhdWrV8PKygpnz56FnZ0dBg0ahEuXLiEpKQl169ZFSkoKVqxYgY0bN+L69evo2bMnBgwY8FXCYM+ePYKjV+XKlTFkyBCBcCoqKkKXLl0wceJEoQyZTIYBAwZg8+bNePjwYan3vjxcv34dU6dORUJCAiZNmgRfX1/s27cPu3fvRnR0NPLz87Fr1y6MGTMGI0eORHx8fLkTouLiYkilUly/fh1t27bFlClT4OLiggYNGmDDhg3lpqcVFhYiJSVFcIJJSkpCYmKiIIRatWpVnD9/Hh4eHmjYsCHGjh0rCBHOnj0bRkZG+Pz5M4YMGQJ/f3/o6enh06dPaNSoESwtLfHgwQMoKipi8ODBWLhwIYYOHYqhQ4eWakPJxOHDhw84cuQIMjMzsXz5ciQlJQmTtLt37+LRo0e4evWqIGj8Nbx79w42NjZ48uQJ7t+/j9atWyM3NxdnzpxBeHg42rVrB39/fwQFBWHu3LkAgFGjRmHTpk14+vRphSlilpaWOHHiRLl2scCX7/ro0aMRHx+Pjh074u7duzh9+rRgC00Senp6CAoKEvri8+fPIyoqCpcvX4aqqiqSk5Oho6ODhg0bIjQ09Kvpej+Kt2/fwtzcHMbGxjh16hROnjwJeXl5PH7zCpJ2P07AFObl49bC1Rjg54emTZuW6j/y8vJw5swZHDhwAPv27UNOTg7EYjEmTpyIoKAgiEQi5OfnY+bMmVi9ejXCwsLQu3fvMt/706dPw8fHB7dv3xYsyF++fIlq1aohLS0NHz58QJ8+fZCeno4OHTpg8eLFAICYmBhBgLh3797YsWMHTp06hZo1a+Ldu3eoXbs2dHR08OzZM/Tt2xeBgYFQUFCAq6srjI2NYWRkhMqVK2PLli2YMWMG+vbti9WrV2POnDlo1qwZpk+fLjwHZ86cgbe3N+bPnw8fH5+fuTXfjVu3bqFly5ZITEz8LvHS3yM7O1tIc/t9Wk56ejoqVaoEOzs76OnpQSQS4ePHj0hNTUViYiIMDQ2hq6uLx48fw8TEBDNmzEC7du2+u2/mfyx+g4KC8P79e4jFYsydOxc9evTA06dP0ahRIzx9+lTYf9qMELxXUYC6nTWklf7H+SrvfSZObdqGuN37oSgnwsaNG9GpUyc8fPgQUVFR2L9/P5KTk9GmTRuBVA0PD0dqaiqUlZVhb2+Pvn37onPnzt/1Hbl79y7WrFmDLVu2oHbt2vD390f79u2Fsdnt27cRFhaG6Oho9OnTByNGjBAIlAcPHqB58+ZISkpCjx49kJubiz179vylaVZ/B0oExt+8efNVS/Vf+IV/C7+Ikf/DeJmThR2Pk37q2JktOiDz1RtoaWkhMzPzT9vI/q8Fi4CCxC+Wa8Xvv1ipifThP2wVuvSYCA8PT8hkMigoKMDPz69CS16SuHTpEtauXYuoqCg0a9YMAwYMQMuWLSEvL4+CggJcvXpVIEKuXr2KmjVrCkSIq6trKeX6rzaZxOvXr8uQHrGxsXj79i3EYjFsbW3LJT/09fX/tmdhwoQJmDNnDkaNGoUFCxZ8c//Pnz8LETFz5szBx48fMXXqVOzYsQO9e/fGkSNHYGVlhdmzZ0NHR6dCvYyS7erVq0hNTYWdnV2piI5Pnz5BSUkJNRyMsSTUFS51JOW259nLbASMPIUjJ1OF3+Tk5DBkyBDMmTMH6urqkMlkOH/+vGCb26JFC3h6euL58+fYt28fEhMTUVRUBF1dXTRu3Bg+Pj5o0aJFqXubW1SIDQ9uI6+4fALmjyjMy8eirn3xOjVd+E0ikcDGxgba2trIyclBQkICTE1N0axZMzRv3hy//fYb9u7dixo1aiA7OxthYWFYsmQJ+vXrh7S0NBw4cAAPHz6ElpYWevbsidzcXOzevVuYeHwLGRkZOHjwoKDXUVxcDHl5eXh6euLjx4949+4dVqxYgcGDB6Nhw4ZYunRpmYgjkjhw4AACAgKQk5OD48ePl4omKbHAdnV1rbAdmzZtQnBwMCwtLaGsrAypVAozMzO8ePECABAVFYW8vDxs2LABPj4+cHBwQEREBNzc3JCamooNGzZg/fr1MDIywoABA+Dt7V0m7x4A0tPT0bFjR6SmpiIzMxMikQg2NjZ4/fo1unTpgmHDhpUiV+bMmYPt27cDwHe7L8THx2Pq1Kl48OABateuDUNDQ2zevBlHjhxBp06dcOrUKYSFhcHV1RWDBg0qc/zNmzfRo0cPNGrUCHl5eVi8eDHc3NwQFBSEgIAApKamliI/kpKS8PDhQ5ibmwtOMA4ODoI9toKCAgYNGoT3798jMjIScnJyuHr1Klq1aoXi4mIcPnwYDRo0QEJCApYuXYq9e/eiffv2uHfvHhwdHQXb1KNHj2L+/PlISUnB58+fsXbtWnTr1q1U2+/fv49GjRoJVrZTp05F586dsWjRIpw/fx4aGho4dOgQsrKyvpu89fb2RmZmJm7duoXi4mI0adIEjRo1wtmzZ+Hu7o6JEyeiUqVKiIyMRGRkJEJCQqCiooLw8HD079+/THnZ2dmQSqX4/PlzhdFzJXbuN2/eRFZWFry9vWFjY4OpU6cKmgcjRoyAnJxcKct6AIIDV1ZWFsLDwzFx4kQsW7as3Airn0FRURESEhIwduxYJCQkICMjA2KxGK6urnCs7QiDrh6g0o+taD+7lYRV/sOhrKwMBQUF+Pr6IjAwsAwZKJPJcPXqVSxYsAAHDx4E8CW6ycfHB82bN8fdu3fRr18/mJmZYfXq1aVcmIAvpFVaWhp2794t9F9du3ZF06ZNMWTIEBQXF6N58+a4evUq1q9fj+fPnyM4OBi2traIjo7GwoULkZubi7CwMKxbtw7jx4+HWCzGjBkz0KdPH6irq4Mkli5dihEjRmDkyJGIjo5G9erVERYWJkSQ1q5dGzNmzCiXSL179y48PDzQp08fTJs27W/pZ4uKilCvXj0EBgZ+t3X69yA/Px8PHjwoFV2SnJyMhw8fwsjICObm5lBTU0NeXh4ePHiAZ8+eQUlJCc7Ozmjbti2cnJxQp06db076i4uLsXXrVowbNw4FBQXQ0dFB7969MX/+fOTm5gIA9C0tMDhiKTQNK3Yvyn6fiWoFcrh1/iL279+Pd+/eoUOHDmjXrh1kMhl27NiBI0eOwN3dHT4+PliwYAEGDRoELS0t7NmzB4cOHULlypXRpUsXdO7c+ZvkdV5enhBFcv/+ffTr1w8DBgwQLLufPXuG8PBwrF27Fs2aNcOoUaPg7OwMfX193Lx5E0ZGRhg7diyio6MRHR1dIbH63wI3NzeEhISgefPm/3ZTfuEXyuAXMfJ/GC9zPmPH4+9bef8jpru3w6e37wAA2tra0NDQKHdTV1ev8G/lbf+bxFVRcBfI2QXIPpT758dp+ejaLwo3br+GSCSCpaUlLl++XGry+ObNG2zevBlr134RvB0wYAD69OkDqVSKW7duCUTIxYsXYWtrKxAhDRo0+GoYv0wmw/Pnz0sRH79PgRGLxWVIDzMzM/Tr1w9hYWE/nQrxZ/Do0SPY2NigUaNGQirL58+fyyUx3r17Jwjn1atXD58+fRLIjFevXuHp06coLCyE7D9RTxoaGjA2NoaOjo4QsfH7TSwWIzQ0FOPHj0fdunVL/U1TUxOKovfAp2UAs756DjIZ0W/YSWze+T+hvMXFxXjx4gU2bdqE9evXQ0VFBU5OTnj58iWuXr0qEC+Ojo6CqHFFooJFRUVIT0/H/PVrYNmpDRS+9T6RuLBiPfavXgcfHx80adIE9+7dw6pVq2BsbAxtbW3cu3cPmpqasLOzg5KSEl69eoUbN27AzMwMPXv2RLNmzeDq6oq3b9+iWbNmePjwIVq0aIGFCxeiS5cuaNasGRYtWvTNCKUS8mfTpk1CFEhxcTFUVVUxc+ZMtGnTBl27doWdnR0CAgLQs2dPjB07FsOHDy8zSYiLi8OYMWPw6tUrvHv3DleuXEHlypVL7RMQEAB7e3sMHz68wjYVFRWhWrVq0NfXh7m5Oe7fv4/Hjx/j48ePGD16NLZu3YpPnz4hJSUFxsbGCA4ORlFRkRAlUHJ/T548KVg5enl5YcCAAXBzc8P9+/exadMmbNmyBXJycnjz5g2Ki4vRqVMn7Nq1C2/fvkVERARWrlwJW1tbDB8+HJ6enqhatSq2b9+O48ePY/v27Th16tR3rVACQGxsLLy9vZGXl4f8/Hyoqalhy5YtaNGiBSwsLHDy5ElUqVKlzHGLFy/G4cOH8eDBA8yfPx8TJkyAiooKxGIxkpOToaurW4r8KBFCrWhVsGSl/Nq1a9DQ0MCWLVswatQojB49WrCzXr16Nby8vAB8+Ra2aNECKSkpcHJywogRI9ChQweBRChJGTpz5gx8fX0RGhqK9PR0LFu2DNHR0ejQoQOSk5Nx69YtzJ8/H0FBQdi1axdCQkLg5uaGuLg4JCV930JBcnIyOnTogFevXmHnzp0YPXo0Jk2ahMjISNy7dw+vXr1C1apV0a9fPwQEBAAAnjx5AhcXF7x79w5LlizBsGHDSpV5/fp19O/fv5Rd8O9RVFQENzc3+Pn5QVFREePGjUNoaCgGDhyIkSNH4v79+zh+/Dhyc3OFlKlly5Zh+PDhWLlyJYyMjHDv3j2sXr0aHz58EL4rJQKwf4z4/Fa059u3bxEfH49Lly4hLi4O169fh7m5OWrWrIkDBw5gzJgxCAsLQ05ODhQUFNBysB+aDuj7Xde3BB3MK0OcnY8jR45g27ZtuHjxImQyGczNzeHn54cRI0aUERguKCjAtGnTsHTpUmhra+Pjx49o1qwZPDw8kJKSgk2bNmHevHnw8fEplSro7OyMUaNGCREZZ86cQVBQEBISEiAnJ4cJEybg8uXLiI2NhbGxMQoLC3HkyBGoqKjAzc0N3bp1Q2RkJFRUVGBnZydEywDA69ev4efnh+fPn+POnTuQSCRYtmwZ8vLyBDHOmTNnflPg/PXr1+jQoQOsra2xfv36Cq24fxZhYWE4cuQITp069Y8sdhUVFeHRo0eloktKiBNlZWXk5eVBXl4e2trayMzMhL6+PurWrSuk4tSpU0cQViaJx48f4+LFi4JI76tXr4R+BAC0DQ0QtGMdNKXfJujzs7Px6dQltGvaTPg+bdu2DcbGxvDx8UGPHj2Esdq+ffsQFhaGixcvAvgSKXf27Fns2bMH+/fvh5mZmUCS/LEf+iPu3buHNWvWYPPmzXB0dBSiSJSUlPD582esW7cOixcvhpmZGfLz8zFq1Ch0794dALBmzRpMnjwZO3fu/MfSrn4GU6ZMQUFBAebMmfNvN+UXfqEMfhEj/4eRW1SIlfeu//BxxQWFmN64DbKzstG4cWNERUXh8+fPf8kmEom+Spz8KNHyr+mY5N8Asrfgi5ZlxcjKKkCLzvtx534W5OXlMWfOHAwYMAAnTpzAunXrcOrUKXh5eQnOFWfPnsWZM2cQExMDQ0NDgQhp3LhxmdX4kknyH0mPhw8f4vHjx9DV1RVIj9+nv1hbW5ebkgB8GSz269cPd+7cgbq6+k9fnqKiojI6GhVtJfvdunULL1++hIKCAuTk5FBcXAw1NbUyJIaGhgauXLkCFRUV9OrVq1yyQ1NTE0eOHMHMmTPRtGlTvH//HmlpaVi+fHm5OfdLly7FqVOnhNXIUmAR8HEeIHvzXedeWFiM2k13IOnul3QVJycnwYUgMzNT0HewtLRE27Zt4evri5o1awor2bm5uXj8+LFwX3+/PX36FMrKyigqKoKJvR26hwRDpwK9EXUFJbQwsYKlhjYiIyPh6+sLdXV1HDt2DFWqVMHGjRuxcOFCGBgYoEePHlBWVkZcXBwuXryIp0+fQk1NDfb29njz5g3S09MhFouhpaWFFy9eoEqVKkhMTISfnx9WrVpV4SA7JSUFkZGR2Lp1K1JTUyEnJwdDQ0PY29vj0qVLCAgIwNSpUxEXF4eePXtizJgxMDExwdChQ7F+/Xq0a9euVHkPHjwQJjDjxo3DggULsHDhQiHk/fdYu3Ytzp0791XNBwBYv349pk2bhjdv3kAikcDExAQPHz6EkpISJk+ejIsXL6Jp06YYOHAgrly5gr59++LevXvllvXmzRusXr0aK1aswIcPH6CoqAh3d3ckJycL2gJLly7FoUOH4ObmhoiICEilUhQWFmLfvn1YunQpHj58CHl5eSQkJEAqlSIsLAzLly/HqVOnYGVl9dVzKUGbNm1gY2ODZcuWwdDQEIsXL0adOnXQqFEjPH/+HHJycsjMzCyVArN9+3Z8/PgRGhoaEIvFEIvFGDNmDGrUqAF7e/sKvxnlITExEe7u7jhz5gyMjIwQEBCAlJQUbN26VYhsiI+PR48ePeDh4YH58+cjODgYV69exeHDh3Hs2DEsXboUT58+RWBgIAYMGCBMkBYvXozx48ejqKgIYrEYgwcPxrhx46CrqwuZTIZ+/fphx44dCAoKQteuXdGmTRt069YNL1++xP79+7/abplMhiVLlmDWrFkIDQ1FWFgY6tSpA2trazRs2BBt27aFpqYmli5ditevXyM9PR1LliwRji+JCikoKECNGjVw8uRJSKVSAF+IoiNHjmDHjh3l1j1//nxER0fD0NAQycnJ2LlzJ+zt7fH69WvY2dlBX18fHz9+xMWLF2FpaYkJEyZgy5YtsLCwQFxcnFBOQUEB2rdvj8uXL+PgwYNQUlIqpWNSEmUilUoFksTGxgbKysrIyMjA/fv3cfnyZbx58wYuLi5wdXWFq6srXFxchBX9ESNGQF5eHnXr1kWPHj0AACrqahi1dwt0jctqfZSH4jfvMbpp21Lfjvz8fJw6dQrLli3DuXPnkJeXBzs7O/j5+SEgIKBUn/T27VtMmzYNkZGRaNWqFXJycnD69GlYWVnhzZs3sLa2xrZt22BmZlbqmbxy5QosLS0FF6S1a9ciKysLPj4+UFVVxerVq4X+YNGiRZg+fTpycnIwePBgvH37Funp6Th69KhAWkRHR2PgwIGoV68e4uPjkZeXhzFjxmD79u3Q1NREaGgomjZt+l3XBPjy/e/Tpw/evHmDqKio747C+xYeP34MZ2dnxMfHl3L6+Tcgk8mQlpaGxMREIeWvsLAQhYWFUFZWhpaWFoqLi/H+/XsoKytDLBYjOzsbKioqqF+/Ptzd3eHm5gYLCws4Ozvj+fPnkJeXR5+wUNg1+v4IKbkPn7F95ES8ePECvXv3ho+PTymdohIUFxfDxsYGu3btgrOzc6m/FRUVITY2Fnv37sW+ffsgkUgEksTe3r7CvjEvLw9RUVFYvXo17t27B19fXwwYMAA2NjYoKirCvn37MGrUKGRlZWHWrFnw8fGBWCzGmTNn0KNHD4SGhmLAgAE/duH/IcTGxmLEiBG4fv3H5x+/8At/N34RI//HEfn4Dp7lfP6hY+y0JLD4VIBBgwahRo0aWL58+V/SFpLIz89HVlbWX0KyZGVlQVlZ+S8jWkrsLb+J4rfAx7kAvi+VIfOjDNcetMT4CVNx48YNwb7Uy8sLmpqaiIuLw5kzZ6CiooJmzZqhWbNmaNq0KYyMjFBQUIDU1NRy9T7S09NhYGBQbsqLlZXVT+u/lJANI0eO/C5Co7wtNzcXGhoa5UZnVLQNHDgQcnJyCAgIwPbt2+Hv719GDLZk4vPmzRscOHDgmxFIHz58wOTJk7F792506dIFhw4dQv369REWFiaI9eXk5MDGxgaHDx+Go6Nj2ULyrwDZ23/oGu6KSoH3gKPC/0UiEXR0dNCoUSP4+PjAyckJL168KEV6lBAh79+/h6WlJaytrYWthNDaunUr9u3bByMjI1y6dAkvXr7EO7li7D5/BhSrwszcDNpKKrDR1IWtpi4Ufvc8Z2VlwdPTE+fPn4e/vz9WrFgBkoiKisL8+fORmZmJ3377DT4+Prh8+TJ69uyJnj174vz587h+/bogtpiRkSFEWnz48AF6enpYvnw53NzcQBK3bt3C9u3bsXPnTrx79w4ymQxVqlRB3759Ua9ePcycOROvX7/GunXr4OjoiCVLlmDOnDnYunUrrly5glWrVuHgwYOoVauW0PY3b94gJCREWL0fNmwYunTpAgcHB8yfP7/ce3D79m14e3uXEuL7PdLT0xEeHo7169ejqKgII0aMwJYtW/Dbb79h/PjxwsB8//792LVrFw4cOACZTAZTU1OcPXu2VNRFSdTIxo0bcezYMbRo0ULQq0lPT4eLiwumTJmCli1bYuHChUIo+fbt27F+/Xq0atVKKKt58+bIzs7GvXv30LlzZwwbNgxxcXGYNWsWTpw4UcZetjyU7PP69WshXejZs2cC2XXnzh18+vQJ9vb2gnXy2LFjMXjwYOjr6+PgwYOIiYn5qW/I58+f4eTkhODgYEilUgwcOBA9e/bEjBkzyqT7ffjwAf7+/rhw4QLU1NRw5cqVUuH0169fx9KlS3Hw4EG0adMGKioqOHToEKRSKbKystC7d2+sX78eLi4uGDNmDBo0aAA5OTlMmzYNs2bNgoeHB6Kjo+Hj4wNtbe2vpuilpaXB19cXhYWF2LRpE6ytrbFgwQJMmzYN3t7eOHjwIEQiEQwMDLBs2TLk5ORg/vz5OHXqVKlyAgICIBaLERUVhRcvXmDx4sUYMmQIxo8fD3V1dUyaNKlM3SkpKXB2doaGhgbatWuHsLAwIRJn/PjxuHXrlpC6MnbsWGzYsAEvX75EpUqVhOia36OEoOnZsyfWrVtXpr43b94gOjoaJ0+exPXr15GamipEfBUWFsLCwgLVq1eHnZ1dKVH1knvz/PlzODg4IDQ0FGPGjEFOTg4AoGk7D3SfNx3ZRYUVXmcA0JVXwjxvX4wIHAp/f/9y9yGJmJgYzJs3D+fOnUN+fj5sbW2F1fyS9IU7d+7gt99+Q2pqKmbPng0VFRXs378fO3fuRE5ODlq0aIFJkyahXr16WLJkCfbt24dz584hKysLo0ePxq5du5CbmwtFRUWoqqpCV1cXRUVFeP36NfLz8yEWi5GWlob169dj06ZNiI2NFVIQR48ejUOHDsHc3ByZmZkYOHAgpk2bBqlUiqVLl6Jt27Y/FZkhk8kwYcIEREVF4ciRI3+ayCCJVq1aoXnz5hg7duyfKuvvgEwmw6ZNmxASEoKsrCyIxWK8fPkSmpqaEIlE+PTpE4AvOl15eXlQV1dHtWrVUK9ePSxatAhKSkowq2yLQdsifrhuqzdZaNe46TcX2RYuXIjr169j27ZtXz2PuLg47N27F3v27IFYLEbnzp3RuXNnODo6Vvgs3L9/X4giqVGjBvz9/eHl5YW4uDgMHjwYtra2iIuLw6BBgxAYGIiPHz/C09MT7du3x9y5c//rjA4KCgoglUrx+PFjgRj+hV/4b8EvYuT/OB5+ysDB9JQfOqaHlQOMxD8fLfBPgSRyc3P/smiW3NxciMXibxIoPdrLobZ9wQ+1dey0S5gffhUAhAFdXl6ekBZjZWWFvLy8MuTHixcvYGZmVi75UalSpTITjfz8/J8mM0q2/Px8kISRkRH09PS+i9TQ1NQs9X91dfUfEmLNz8+Hqqoq+vbtCxsbG/Tp0wdubm4IDw8XogFICqsQJ06cKBNi/TXcvHlTEL10cHBAdHQ0pkyZgiFDhmDRokXCYKZcfAoHih59d13Al6gR/Spr8PFTgeBS8+bNG4EEKS4uLpf4sLa2homJSbkDnZCQEOzatQvt2rXDkiVLsHbtWvTq1QvAl4mOnZ0d7ty5U647w++xbds2+Pn5QUdHB8ePH0eNGjVAErGxsViwYAGuXLmCQYMGYeHChYiLi0OvXr3g6uqKDh06CMJx8vLyUFFRgYaGBl69eoXc3FyoqqqCJEiiuLgYzs7O8PX1RYcOHSCRSLBy5UpMnToVv/32G8aMGYPCwkL4+/vjzp072LlzJ2bPno2kpCQcPHgQxsZfomBycnKwaNEiLFq0CL1798akSZMglUoREhKCU6dO4cyZMxXqNRQVFUFLS0sYYJfgypUrWLhwIU6cOAFfX18MHz4c169fx6xZs7B27Vq4uLigZcuWOHnyJBwdHREZGQkHBwe8fv0aqqqqGDRoEKytrTFmzBgkJycLqTJmZmbw9fVF+/btsW7dOixZsgTDhw9HQEAADh48iLVr1+LVq1eoWbMmVFRUsHv3bpw9exY+Pj7w8vLC3Llz8fHjR1StWhVpaWnIy8vDmjVrsHLlStjY2KB69erYu3cvjh07Vq5GQYkQ6u3bt9G7d29IpVJ8+PABCgoKsLW1xatXr5Cfnw+JRIKJEyfC19dXeM6GDx+ONWvWYM2aNQgODkZ8fPw3n6PyQBLe3t4Qi8VQUVHB0aNHsXHjxq+GfW/ZskWY2C9YsAC+vr7CBEImk+HkyZNYuHAhLly4ADk5OdSoUQPjxo3D8ePH8fDhQ+zZswfbt2/HggULIJVKMXbsWHTo0AGbN2+Gv78/ioqK4OnpCU9PTyHt5Y9tLknzGTVqFMaMGSNclyVLlmDEiBFo164dIiIiMG3aNBw+fFggJ0tcWn6PK1euoEePHkJ004IFC+Do6AipVAp/f/8y0U1FRUWwtbXF27dvsXnz5lJ/z8jIgI2NDQwNDTF37lxs27YNV69ehYuLC9auXQtLS0tcunRJ0Cr4PSwtLaGgoIABAwagTZs2iIuLE7aXL1/C2dlZiAapV6+eEJGTnZ2NBw8elIkySUlJgYqKCqpUqQJDQ0OcPHkSJCEWi/Hq1SvIyclh9OjRmDJzBmZGboFe9WqQky/dByiL5FFTYgAXPROkPX6CRo0aYdmyZeVGfP3xHpVozVy6dAkAYGBggG7duqFDhw6oV68eTp48iVGjRsHU1BQLFy6Evb09du7cKay6q6iooF27drh+/TqsrKxw5MiRUs9ZYeH/kDlycnKQk5ODsrIyjI2Noaamhnfv3iE+Ph5mZma4ceMGevXqBTU1NTx+/BidOnVCSkoKXr9+DQMDA/j6+parM/OjiIiIwJQpU7Bnzx40aNDgp8vZvHkzFi1ahKtXr1b4vfwnQRL379/HpUuXcPHiRVy8eBEvX76Ei4sLJBIJrl+/DmVlZUydOhWdOnWCnJwc3r59i+TkZNy5cwdxcXG4efMmnjx5ImiLuPv1gceIIT/cljpSIzQ2tPjmfh8/foSlpSUSExPLaNhUdI7Xrl3Dnj17sHfvXshkMnTu3BldunSBs7NzuSRJfn6+EEWSnJyMXr16YdWqVXj//j3S09OxaNEi7Nq1C126dEH//v0RHBwMdXV1bN++/U9F+P4d8PDwgK+vL7p27fpvN+UXfqEUfhEj/8dBEoefPkDKp4zv2v9JzEXM7DPgh8Km/7dAJpMhOzv7q+RJTs4nDO31Aj+oMYeku+9QvcGXlQYFBQUYGxujqKjoP2XmQCKRQF9fHwYGBtDX14e+vj4kEgm0tLSEQVt2dvY3SY3i4uIfitL4I6FR4payZs0abNiwARcvXvxpp5kfwYoVKzBq1CiEhYUhISEBq1atwo0bN9CqVSscPHgQrq6umD59OqKiohATEwNtbe0frkMmk2Hjxo2YOHEi3N3dkZ6ejqysLKSnp+P8+fPlu6mQQOZoAMVl//YNdOhzHLeScr6E+Pbpg8qVKwvkh1Qq/aGVxBkzZmDHjh0YPnw4JkyYgOrVq+PcuXOlyggKCoKysjLmzZv3zfI+ffokTJYCAwOxZMkS4T7fvXsXYWFh2LhxI5SUlODv74/x48ejSZMmePv2LdLS0iAvL4/NmzdjzZo1uH37NoqLi1HS1YhEIujr68PT0xOtW7eGqakpRo8eDZlMhnXr1sHOzg5paWno2LEjqlatijlz5qB3796QSCTYsmWLYH+8ceNGTJ06FfXr18esWbOEyd+JEyfQr18/XLt27ZuTdzc3N4SGhqJhw4bYv38/Fi1ahBcvXmD48OHw8/MTCBOZTIbatWtDVVUVKioquHPnDlq3bo2EhASoqamBJCZPnow2bdogMjISEyZMgEQiwfPnz9GnTx/4+PjAzs4O+/btw+jRo+Hk5IQFCxbAwqL0gDshIQETJkzAqVOn0LhxYwwYMACNGjXCyJEjcfv2bTRr1kwgREpQWFiIqKgoLF26FPfu3UN+fj6WLVsGHR2dUmKoJUKoBQUFSE9Px8yZM7F582ZBz8XU1BQxMTG4c+cOpk6dCiUlJYSEhEBHRwctW7aEk5MTkpKScPr0aVSvXv07nsqyWLp0KZYvX46ioiI0aNAAS5cu/Wpfcvz4cfTt2xdnz56FTCaDt7c3atasidmzZ2Pfvn1YsWIFxGIxhg4dip49e0JBQQG7d+/GkiVL8O7dO6iqqqJOnTrYtGkTZDIZ9u/fj/nz5+P9+/cYNWoUDA0N0bFjRygrKyMyMhLt27cvVf/bt28xaNAgpKSkYMuWLUKU0ufPnzFx4kRs3LgRWlpagtbNrl27MHDgQFy4cAHVq1eHjo6OkJZSApKoUaMGli5diqZNm+L+/fto0aIFnj59ipCQEEyePFnY9+XLl2jSpAlevnyJ27dvC44UJZg2bRouXryId+/eYfv27ahfvz6qVauG8+fP48qVKxgwYEAZ3ZTMzEzEx8fD29sbtra2uHHjBvT09NC6dWu4ubnB1dUV9vb2P7zKTBJPnz4VvkXm5ua4e/cu5OXlIS8vD6lUiuzsbOjq6uLDhw/YsmsndG2tcOpiLN6/f49A3/6opK4FRdH/1Hvjxg20bt0au3fv/m4b18+fP2PXrl0IDw/Ho0ePoKamhvz8fLRt2xatWrXCq1evEBYWhk6dOgnP9/z587FgwQLUq1cPMTExwmRaIpGgWrVqSLp/DyrampAVFcPB2hYxZ86guLgYcnJyQmqnhoYGNmzYgOTkZMydOxcSiUSISE1LS8O0adPQp08fBAcHQ0tLCxMnTvyh61sRjh8/jj59+mDJkiVC2tKP4M2bN6hevTqOHDmCOnXq/CVt+lHk5ubi2rVruHjxIi5duoRLly5BQ0MD9evXh5ubG+rXrw8HBwfhmSSJw4cPIyQkBDk5OZg8eTK6dOlS6pm9f/8+Zs2ahS1btnwhZGdOQt0OHj/cNisNHXhZlNVcKg/Dhw+HhoYGQkNDf6gOkkhISBBIks+fPwuRJG5ubuW+iykpKVizZg0WL16MGjVqYOzYsfDy8sKnT5+wYsUKrFixAnXq1IGcnByePXsmRC79t2Dx4sVITk5GRMSPR/H8wi/8reAv/J9HYXExD6XdZ1hi3Fe3U88eMXDoUFavXp1Pnz79t5v934nCNPJ90E9tamqKxBdREhoaGlIqlVJLS4uqqqoUiUQUiURUUlKiqqoq1dTUqKamRrFYTGVlZeHvYrGYEomEZmZmrFq1Kl1cXNiyZUt269aNgwcP5vjx4zlr1iyGh4dz48aN3Lt3L0+cOMG4uDgmJSUxLS2NGRkZLCws/OppFhcX09XVlatWrfr7ruXvUK9ePdavX58HDhygp6en8PuRI0doaGjI4OBg2tra8tWrV3+6rvfv33Pw4ME0MDCgk5MTVVRUGBAQwIyMjLI7ywp/+n739a5FNTU1AuD79+9/ur0zZsxg1apVeeDAAUokEmprazM5ObnMfmlpadTR0fmhujZu3EglJSUaGxszKSlJ+D0hIYFqamq0tLSktrY2xWIxDQwMOHToULZs2ZLKyspUVVWlpqYme/XqxZMnT/Lp06dcv349a9SoQXl5ecrLy1NZWZkAqKury4CAAB47dozR0dE0MDDgwoULeffuXdrY2HDs2LEsLi6mTCbj4cOHaW9vz0aNGjE+Pr7MORoYGDAmJua7zm/QoEH09PRkpUqV6Obmxt27d5f77MtkMrZs2ZJqamrMycnhpk2baGJiQqlUysGDB9PExIQtWrRgly5dqKmpSUVFRe7YsUMoKykpie7u7nRwcOCZM2e+2qbTp0+zYcOG3L59O93d3amnp8eRI0dy9uzZFIlEHDZsGIuKiiiTyfjixQueOHGCCxcuZL9+/Whvb0+RSEQA1NPTo6+vLzdv3swbN24wJyeH4eHhtLCwYK1atRgXF0dnZ2eS5P3792lqakqZTEbyy/u9e/duVqlShcrKyrS2tqampiaPHTv2Xde1PJw/f174Pu3Zs+eb+1+9epVSqZQXLlwQfouPj6ednR1FIhFbtmzJCxcuCG3+I+Li4tilSxfKy8uzXr16vHfvHskv9/L8+fNs164dJRIJ5eXlhev17Nkz4fhDhw7RyMiIo0ePZm5urvD7sWPHaGFhQV9fX1pZWXHlypW0t7enTCbjy5cvKRKJeOfOHZKkm5tbuc/iokWL2KtXL+H/OTk5lJeXp0gkorOzMzMzM3nkyBFKpVKqqqoyMTGxTBkfP36krq4uHRwcOH36dOrr69PPz08od/z48Rw/fjwTExMZERHBfv360c7Ojurq6mzatCnV1NS4adMmxsXF0dDQkAcOHPjmPfkaLl26RAcHB7Zp04ZTp06lSCSiiYkJg4ODmZeXx+TkZG7ZsoVKSkqUSCR0cXGhlpYW5eTkWKtWLfbq1YshISHctWsXb926xezsbJJf3gc9PT3evHnzh9t07949jh8/ngYGBrSysmKNGjWorq5OFxcX1q9fn9ra2pw7dy7fvHnDgIAAof8F8KVdrZtz6ObVpcZB82/EskfoFBraWlNBQYFycnKcO3cuIyMjqaysTA0NDWpoaLB27do0NDRkeHg48/LyhDYtXryYQ4cO/VPX+o9ISEigubk5Z86cWeH7UBF69uzJ0aNH/6Xt+RZevXrFvXv38rfffqOLiwvFYjHr1q3LESNGcPfu3Xz+/Pl3lSOTyXj06FHWq1ePVapU4fTp0zl+/HhWrVqVRkZGdHR0pEgkor29PUP37/rmGLe8LSr13nefV0pKCvX09IRn92dx584dhoSEsGbNmjQ0NOTgwYN56tSpcvumwMBA9uzZU+grRo8ezfv37zMnJ4erV69mlSpVaGpqSm1t7VLf0n8biYmJtLS0/Leb8Qu/UAa/iJFfIPmlg3n4MYORj++U6hQWJsZxf+o9pn/+IOw3f/58mpmZ8fbt2/9yq/8LUZDy0xNlfT2xMCg7efIkr1y5wvv37/PVq1elBuYVIS8vj2/fvuWTJ0+YkJDAixcv8tixY9y9ezfXr1/PJUuWcObMmRw3bhyHDBnCPn360MvLi82aNaOzszOrVq1KU1NTamlpUV5enioqKtTT06OVlRVr1qzJBg0asE2bNuzWrRv9/PzYu3dvqqqqctKkSVyxYgW3bNnC/fv38/Tp07xy5Qrv3r3LZ8+e8ePHjywuLv5Tl1VZWZlr1qzh9evXWatWrVJ/8/X1pYKCAq9fv/6n6vgjzp49SwUFBVavXp3dunWjgYEBN27cKAw8P3/+zEOHDjL3xfCfut8N6hkTAJWVlbl9+3YmJCSUGkB/D2bMmEE7OztevHiRBgYGbNmyJUeNGlXh/v369eP06dN/qI7MzEw6OztTJBJx5MiRvHjxIvX19Tlu3DhWqVKF6urq1NHRESYT2traHDp0KK9cuVLhfd+3bx81NTWppKTEtm3b0tXVlcrKylRQUCAAGhsbs0OHDtTW1ubq1atJfpkoN23alFWrVuXBgwfLTADy8/Pp4uLCuXPnfvOcnjx5wpEjR1JNTY2mpqZlCJY/YuLEiaxbty7r1KnDnTt3kiSnTp1KsVjMNm3aUFVVlXJycpw/fz4zMjLYpUsXrlu3jhkZGRw+fDj19PQYHh7+TcKRJG/cuMEaNWoI/3/06BFHjRolEC5aWlrU1NSklpYWJRIJmzRpwmHDhnH16tW8ePEiP3z4wL1791JNTY0SiYQNGzbk7t27GRUVRSMjIy5btoydOnViTEwMGzZsSJJctWoV+/TpU6YtvXv3ZoMGDQiAlSpV4rlz577Z/vJw6dIlKikpsXbt2nzx4sU393/w4AGNjIy4f/9+FhQUcNeuXWzYsCGNjY0ZEhLCiIgI6unpMSws7JvflmvXrlFTU5Oampps3bo1jx49KhyzefNmqqqqEoBAOF+5coUDBgwoc77v379n3759aWFhwePHjwuT0eLiYlauXJkXL14kSSooKPDgwYMkSX9/fy5fvrxMm96+fUstLS1mZmaS/HLPHRwcmJSURGNjY4pEIuro6LBOnTqcPXt2uec1e/ZsNmnShKamppRKpTx16hSjo6NZrVo1Tp06VSDPra2t2bt3by5fvpw3b94UnkFdXV2+ffuW5Jd3S09P76fub2ZmJgcPHkwjIyNu376dnTt3pkgk4owZM/jo0SNKJBLhPJcvX86GDRuyZ8+edHV1ZfXq1bls2TJeunSJGzZs4Pjx49mxY0dWq1aNKioqNDc3Z/PmzdmqVStqampyw4YNTE1N/eH+pLCwkNHR0ezcuTO1tLTYrFkzenl50cjISCA3qlevzp07d9LMzIwq6moMiFjy1QnzvJuxbD6gL1etWsXt27dTW1tbWMiQl5fnyJEjmZWVVaYtu3btYufOnX/4On8LL168YJ06dejr68v8/PzvOubw4cO0tLT80xP5r6G4uJgJCQnCN8bKyoo6Ojps27YtQ0NDGRMT89P1FxQU8PTp0wwMDKRUKqWKigp1dHQ4ZcoU5ufnMyYmhoqKXxacmvv3+yli5OyLJz/UJk9PT0ZERPzU+ZSHBw8ecM6cOaxbty6lUin9/Px45MgR4R7v3LmTXl5eJL8QM2PGjKG+vj6bNm3KHTt2MCcnhwcPHqSDgwNFIhH79OnDjx8//mXt+1nIZDIaGhry4cOH/3ZTfuEXSuFXKs0vlEFecRE+FuRDDoC2kgqUygnj27VrF4YNG4Zt27ahRYsW/3wj/1tR9BL4NPfb+/0BhYXFUDdfiYKCYigpKSE/P/9vaNz3g7/TZ/maGO7evXuRkZGBRo0afSPFKAeqqqrfJXL7R0HcJ0+eICgoCImJiZDJZGjatCnevn0LOTk5HDhwAIMGDUL79u2RkJCA06dP/5C2yNcwffp0PHr0CA0bNsSkSZPQpEkT3Lp1SxAOu3fvHpydnbE0tDrsv+7AVwbZOcUwr7ERGZlZMDY2hqurK5KSkpCamgpLS0tB9NLe3h729vawtbUtY3cbGhqKrVu3Ys+ePfDy8kKXLl2wefNm3L17t5Rmxu9x//59NGjQAE+ePPnhnOOIiAgEBgYKdrIxMTF4//495OXloaamhpo1a8LLywvbtm1DTk4ORo0ahd69e5fSucnLy8PMmTMRERGBuXPnolKlShgzZgxIQkdHBy9evBBsL+/duyfk8ovFYhQXFyMoKAjTpk0rV1R32LBhePr0KaKioipMQ4qLi8PChQtx5swZ9O/fH23btkW/fv2Qmppa4XkvXrwYq1atQmxsLG7evInAwEAMHToUmzdvRlJSEhQUFHD58mU0bNgQUqkUFy5cwPHjx7Fw4UK8evUKXl5emDlz5neJzOXk5ODMmTPo27cv+vfvL6TCfPz4EQoKCjAyMoK8vDxSUlIgJyeH8ePHY+rUqeWe76VLl9CxY0f4+Pjg5MmTSEhIQEBAAPT19fH582e0atUK8+fPx8mTJ+Ht7Y1WrVqhX79+wvHbtm3D9OnToaGhgQcPHiA8PBwhISGwtLQULG6/BZIIDw/H6NGj0bRpUxw7duybKWKvXr1C/fr1MWjQIOTk5CAiIgK2trYIDAyEl5eX8B48efJEsMzcuHEj9PT0KiwzISEBzZs3x4ABA3D06FHk5uZi2LBhUFBQQHh4OJ4+fQo/Pz8sWbIEMpkMrq6uOHbsGDQ1NUESe/fuxfDhw9G1a1eEhoZCXV0dU6dORVZWFsLCwoQUv02bNgluPdOnTxfSm1asWFGmTd27d0fjxo0xZMgQbNu2DQcPHsSMGTPg7e2Njx8/4smTJxCLxUhPTxf0PUqQnZ2NSpUqgSQKCgrQokUL3Lt3D6mpqSgqKkK/fv2wa9cu3L17t0Jrb01NTTx9+lRIZTp9+jR69OiBEydOlBI2rggksWfPHowYMQKenp4YO3YsWrVqhWfPnuHw4cOCu5ePjw9sbGwwZMgQVK1aFadOnYKDgwMaN26Mmzdv4u7du4IzzO9RXFyMtLQ0QcNk3759uHr1KnR0dPDx40fY2NiUshgu2b6V5vv27Vts3boVixYtwsuXL2FiYgJdXV3cvn0bMpkMFpUqYeCqRVA1Kf+6/RHnVm3AyfVf0jUUFRURFBQEfX19hISEICQkBIMGDSr1zMfGxmLcuHGCFspfiezsbPTs2VPom38vVPxHZGVlwd7eHmvXrv1Lx3DZ2dm4fPmykBYTHx8PPT09ISWmfv36sLOz++kU3JycHJw4cQJRUVGIjo6GlZUVOnbsiI4dO8LOzg4xMTEIDg7GnTt3IJPJkJWVBQAwsKqEsQfKd3z6GrpbVoOJWvn9aXk4ffo0hg8fjqSkpL/c8jgtLQ379u3Dnj17cPfuXXh6eqJx48aYMGGC4GYHfNEiOXDgACIiIpCQkIC+ffti4MCBuH79OgYOHAiSGDx4MEaMGFHuu/dPoU+fPmjQoEG52k6/8Av/Fn4RI7/w0zh//jy6du2KefPmwcfH599uzn8HKAM+TAP46YcOi7nwDE07/I+4p4aGBqpVq4bmzZujXbt2cHR0/KbDyr+B7Oxs2NvbY926deXa3Jbg9/os3+s6lJqaioyMDKSlpeHz588wMzPD58+f8ebNG4hEIqiqqiI3Nxfm5ubQ09NDeno6RCIR3N3doamp+UPOQ8rKyqUGMRkZGahcuTKioqKQkpKCQ4cO4dixYygqKkLlypXx/Plz9O/fH1WrVkXMyRXYvrrJD103mZIbZoTdRUhICAICAoSJU35+Pu7fv487d+4gKSkJd+7cwZ07d/Ds2TPY2NgIRMm9e/cQFxeHkydPom/fvqhfvz7OnDmDoKAg9OnT56t1d+vWDfXq1Svj6PM13L9/H+PHjy9lZ6qgoAAdHR2sXLkSAwcORFJSEoyNjUESZ8+exYIFC3Dz5k0MGzYMgwcPxr1799C/f3/Y2dlhxYoVgv7H48eP4e7ujnfv3qFJkyYwMTHB6dOnsXXrVmzYsAFbt26FqakpMjIyBCLGysoKTZs2Rb9+/eDi4oIdO3Zg8uTJuHbtWhl9mRJrw4ULF+Lt27cICgpCv379oKGhAZlMBl1dXTx48KDcifW2bdswfvx4nD17VhBSPXDgAJydnTFt2jQ4OTnBwMBAsEpMTk7GgwcPIBaL8eDBA5w/f75cAqFECPX3drhJSUl4/vw5bGxskJycjJkzZ8LBwQEODg5QVFSEg4MD0tPTBUHb2bNnY9WqVVBVVcXYsWPh7+9fhnwp0WgoLCzElClTkJiYiG3btsHR0VGYBEdHR8PIyAjx8fGC8HOJdaeLiwtevHiB6tWrY/PmzSgsLMTmzZsxY8YMVK1aFdOnTy9jT1mCknfkzp07MDY2xqVLl74p7Pjp0yc4OTlBSUkJz58/h7e3NwIDA8vX9/nPdZwyZQq2bNmCLVu2fNX29MSJE+jbty/Onz+P169fY8mSJThy5Ai0tbWRl5cHf39/rF+/HiKRCK9fv0a1atUwYcIE7Nu3D3fv3sW6detK3UsHBwdERETAzc0N7969g42NDZ48eQJTU1M0aNAAx48fx5kzZzB9+nScO3eu3PaMHz8eN27cQHBwMJKTk3HhwgVMnz4dHTp0EDQVsrKysHbtWsFiNy4uDtu2bUNKyhfRdC8vLzRr1gyurq6oVq0atLW1MXPmTEGDoCKoqqri/fv3pYjkPXv2ICgoCOfPny9XsLUEaWlpCAwMxJMnT7B69WqIRCK0aNECEokEV65cKUXG3L9/Hw0bNkSHDh2gpKSE5cuX4/79+6hfvz78/f2xbds2HD16tFwb1D8iJCREmBC/fv26XAFYdXX1cgmTErHZ48ePY/z48VBQUIC5uTlOnjyJnJwcaGpqokWLFsjUUEabkYHfbEsJCvPyMduzK3IyPqBp06bo1q0bPD098eHDB/Ts2ROmpqZYt26d8G4+evQIzZs3x5MnT767jh9BcXExRo8ejWPHjuHIkSNldGlKMGLECHz48AEbN278U/U9e/ZMEEi9dOkS7t27h5o1awr6IG5ubtDX1/9TdWRkZCA6OhpRUVE4c+YM6tatCy8vL3To0AFmZmYgiWPHjmH58uWIiYlBdnY2AEBFRQXFxcUoLCyERCLBwnPH8I7f5xYIAIXvM+Ffo95XCaY/gv/REFq4cOHfumj44sULREVFYc+ePTh37hzatm0LHx8ftG3btpRb2MOHD7F27Vps2LABVatWRffu3bFq1Srk5+fjzZs3aNOmDUaNGoXatWv/bW2tCJs3b8bBgwexZ8+ef7zuX/iFCvEvRKn8wv8iJCcns1KlSgwJCfnh3Nb/tcg+/MNpFauW/k9+88iRIzllyhTWq1eP6urqgh6DhYUFvb29uWXLFj569Oi/5nofPHiQtra235Xu8yMIDAwUUisMDQ25cOFCfv78mZUqVeLu3bspkUi4a9cuJicn8/Llyzxy5Ajt7e3ZsmVLLl++nHPmzGFwcDCHDx/Ofv36sUuXLmzVqhXd3NxYvXp1VqpUiRKJhEpKSlRQUKCOjg7NzMxobm5ONTU1ysvLU0lJiZaWlmzWrBkDAwM5aNAgmpmZCcfKy8uzatWqPLO/0/ff74xxZHEmSfL69et89OjRN69FdnY2r1+/zs2bN7NRo0ZCCoi8vDy1tLRYt25dWlhYcP/+/Xz48OFXQ81v3LhBExOTr6btyGQyXr9+nYGBgTQwMBB0GBwcHGhiYkJnZ2cqKChQXV2drVq1ore3d7nlJCYmsmfPnlRWVqZYLOayZctKPbenTp2igYEBFy1axHfv3tHBwYEKCgqsW7cudXV1OXjw4FK6MdnZ2dy5cyc7depEY2NjysnJCdoMHTt2ZExMjHDuHz584IIFC2hubs6GDRty3759LCoqKtNGd3d3HjlypMzvR44coUQiYZ8+faivr8/69eszIiKChw4dorW1NQsKCkiSAwcOpEQioY+Pj6ALZGBgQFdXV+7bt4+PHj3igQMHGBoayh49erB69epUUVFh5cqV2alTJ06ZMoWRkZFMTk5mYWEhZTIZ5eXlhfJJcubMmfT39y/TxuzsbHbs2JFisZhqamrs1q0bT5w4IVyDzMxMWlpaUktLi+vWrSNJtmjRgn369KGWlhZFIhEdHR0pkUiEvP7CwkLWq1ePrVq1Yt26dYW0oN8jPz+fK1eupKmpKdu1a8cbN26U+vuuXbuor6/Pvn370tjY+JvpM1lZWVy+fDnV1dWppaXFxYsX88OHD1895vc4fvw4jYyMOHny5K+mK0VERNDGxkZIIenatSuNjY2Fb8zu3btZVFTEHj16EABFIhGlUikjIiJKpSckJyfT2Ni41Hvm7e3NpUuXUkVFhVpaWiwsLOSrV6+oq6tb7re6uLiY5ubmjI2NpZmZGU1MTHj79m3KZDK2a9eOQ4YM4bp161i1alWhLfXq1ePgwYOpoKBATU1Nrlmzpky5lpaWdHFxEdJ5KsIfn7ESrFq1ilZWVuXes8LCQoaFhVEikXDmzJnMz89nWFgYRSIRW7duXeG1b926NdXU1Pju3TsWFxezYcOGXLJkCckv6Uz6+vpCKtLXIJPJGBgYyCZNmpTb38hkMj579oynT5/mihUrGBQUxNatW9PKyoqKiopUVVWlqqoqzc3NqaKiwlatWvH48eN0cXGhSCSiiooKg4/u/eF0i6MP7jAjI4Nbt25lt27dqKWlRVdXV4aGhrJ///40NjbmqVOnSH55Z1VUVP72/js8PJxGRkaMi4sr87f4+HgaGBjw3bt3P1RmYWEhb9y4wfDwcHp7e9Pc3Jx6enrs0KED582bx4sXL/5l44D09HSGh4fT3d2dGhoa9PLy4qZNmwSNrLdv3zIkJITVq1envLw85eTkKBKJaG1tzVWrVgn92/Tp06miokITExMuW7+Oy+5c+a57ujgxnkPGjRFS9n7kvNauXcu2bdv+Jdfhe9CuXTv269ePLVu2pKamJjt27Mht27aVSpnJz89nZGQkmzdvTolEwipVqtDBwYGTJ0+miYkJmzZtysOHD//ptOcfwbNnz6ijo1Nuv/wLv/Bv4Rcx8gt/Gi9fvmTt2rXp5+dX7kDr/xyKs8mMKd8/Uf6wkJQVc82aNRSLxXz58mWp4tLT07l+/Xp26NCBBgYGVFBQECaaLi4unDRpEo8fPy7kcf8b6NixI6dNm/aXlrlu3TqKxf+ju6KkpEQzMzM6ODhQV1e33IF/ZmYmq1WrxkWLFn1XHUVFRbx69SqnT59ONzc3isVi1qpVi8rKygwJCWFkZCQ3bNjApUuXMjQ0lOPHj6e3t7cgiCsnJ0cANDXWZnKczzfvdc7zYZwzcyCDgoI4adIkzpkzh8uXL+fmzZsZFRXFU6dO8fLly0xOTubTp0/54cOHUoOG2bNns0qVKnzx4gUnTJhAFxcXHj58mBoaGuzTpw9bt25NMzMzisVi1qlTh3379uXcuXMZHR3N1NRUYTDepk2bMnnQRUVFjImJYc+ePamlpSUI/VauXJlGRkbcuHEjDQwMGB4eTplMxtevX9PU1JQA6OPjU+71PXnyJC0tLdm5c2cOGzaMurq69Pb25tWrV7lgwQIaGBjwzJkzfPHiBZ2cnFi/fn0aGxvT2tqa2tranD17NnNyciq8f5mZmTQxMWHdunVpamoqiBCX6HE0adKEsbGxX30Gxo0bV0p35c2bNwwKCqK8vDz19fUZHBzMlJSUUse4u7tz7dq1JL9oWJSI6IpEIgYHB9PZ2Zny8vJUUFCgmZkZ27RpwzFjxnDTpk2CEOrXIJFI+Pr1a+G+WFhYfFVDp0SEuHnz5nR0dKSFhQWnTJlCV1dXBgUFMSUlhebm5ly6dCnt7e15+/Ztrlq1qozY5Lhx4zh58mQ6ODjQwsKCL168oJGRUYV54Lm5uVy6dCmNjIzYqVMnXrhwgb169WLlypV56NAhGhgY8OzZsxW2+8GDBxw5ciR1dHRoYmJCNze3n+5DXr58yRYtWrBBgwZMS0urcL9x48axfv36zMrKorW1NRUVFSkSibhixQra29vT1taWVatWpaGhIeXk5NihQwc2b96cJiYmnDt3Lj98+MAZM2Zw2LBhpco9e/Ys7e3tKScnR3t7e165coUymYxSqbRCYmjgwIGCZszy5cs5Y8YM1qpVi/Ly8jQ3N6e3tzeXLFnCLVu2UF9fn8rKytTU1KShoSGtra3LJSIaNGhAsVj81WesuLiYACqcnM+YMYM1atQo1adcu3aNtWvXpru7O1NSUlhUVMQOHTpQJBJx5syZFdYlk8lYt25dqqurMysriytWrKCrq2up79rRo0cplUq/SeaQX96Hrl27slOnTt81oUpJSWHnzp0F4ltHR4ctWrRg9+7d6erqSl1dXeEdMLGr/FM6FBvu3yxVZ15eHo8dOyYIM5uYmFBdXZ09evRgTk4ONTU1yxfz/otx6NAhSqVS7t69W/gtPz+fDg4O3L59+zeP//DhA48dO8YpU6awWbNm1NDQYLVq1ThgwABu2LCBKSkpfxnBI5PJeOfOHYaGhtLJyYm6urrs27cvo6KimJ2dTZlMxtOnT7NLly6USqXCmKBEi2bBggUViq/LZDLGx8ezbdu2rN2kEcOunfvq/VyefJXpWV9IhaSkJLZv357m5ubctGnTdz1zOTk51NPTEwSf/24sWrSIgwcPJvlFC2nDhg309PSkhoYGPT09uWHDhlKi6w8fPuS4ceOopqZGZWVlzpgxg+vXr2fNmjVZtWpVrl279i9f6KoIVatW5dWrV/+Run7hF74Hv4iRX/hL8PnzZ7Zt25atWrXip0+f/u3m/PsofEZmBH9zoizLDCWLv39llCQzMjJ46NAhDh48mFWqVKGCggI1NDSoqKhIExMTdu/enStWrOD169f/MaIqPT2dEomE9+/f/3MFFb0lc06QnzfzfVoY509vxPouxlRXV6dUKhUcN3r27FlhEWlpaTQxManQ+SItLY1r165lt27dKJFIWK1aNY4YMYJHjhxhVlYWR48eLQwy/oht27ZRKpWya9eugkCigYEBu3fvzkoWhrwaM46y96PKvddvH4fwaPQGrl27losWLWJISAjHjBnDQYMGsVevXmzfvj2bNm1KJycnVqlShcbGxtTQ0BDchtTV1amoqEgHBwfa2tpSLBYLQoU1atTg1KlTOX/+fK5atYpr167lvHnzOHr0aPbo0YNubm40MDCgmpoa69aty7Zt21IikTAqKoobNmxg27ZtqaqqSiUlJero6NDHx4cxMTEcPHgwHR0dOXv2bOrr6wurniVYvXq1QABYW1szNTWV5BfCon///jQzM+Phw4eF/T9+/MhZs2ZRVVWV6urq3LBhA2/evEl9fX0aGhqyXr16gnJ+SkoKO3XqRHNzc27evLnMSpZMJmP37t3p5+dHmUzG2NhYenl5UV1dnVWrVhVELEvcMbp27cqdO3eWGTzv3r2bbdu2ZVRUFDt06EB1dXWqqKhw1qxZ5a6eZWRkcMWKFdTR0WHr1q2poqJCOTk5QYDV2dmZq1ev5oABAygnJ8e7d+9W+KxWBBsbG2FQfeTIETo5OX3zmLdv39LLy4s1a9bkrl27WLlyZSoqKrJVq1bcs2cPU1JSaGVlRSUlJWZmZnLdxo3UluiWIh7FYjGVlJSopaXFxMREpqSk0MTE5JuTn+zsbAYEBFAkEtHGxobx8fF0dXUtVzi0qKiIhw4dYuvWramnp8dx48bRz8+P9evX/yZh9C0UFxdz7ty51NfXZ1RUVIX7eHh4CGKNjo6OlEqlfPToERctWkRNTU1WrVqVEomErVu3pry8PL28vHjt2jX27NmTurq61NfXLzXZJL88j7a2tpSTk+OwYcMEEeDGjRvz5MmTpfa7d+8eu3fvTmVlZYFcLYkG0dbWLvXOlODChQuCUKyGhgZXrFhR7vk1atSINWvW/Op1ysvLo6KiYoV/l8lkHDZsGBs2bMjXr18zKCiIBgYG3LRpk0CKVqpUiSoqKjx9+vRX64qMjGT16tXZsWNHTpo0iVKpVHDt+T0uX75MQ0NDgXD8VvubNWvGgICACp/Nly9f0tfXl2KxmJqamnRzc2NkZGSZPvHRo0fCO1CrVbOfIkbm3YxlYGAgjx49WmZCKZPJeO3aNf7222/U1NQU+uslS5aUK876V+PGjRs0NTXlvHnzKJPJOHPmTLZt27bMdZPJZHz8+DG3bNnCwYMHCw4+jRs35sSJExkdHf2n3NPKQ3FxMePj4zlu3DhWrlyZpqamHDp0KE+fPs2CggK+f/+ec+bMoaOjIxUVFSknJ0epVEpDQ0NKJBKOHDmSt27d+qE6r169yo7durLzmCCGXY0pdR9XJl9j7Ms0ZheWHTfFxsYK0aaHDx/+5jdx0qRJHDJkyA+17Wdx+fLlct/5jx8/ctu2bezUqRM1NTXZsmVLrl69WiDd8/PzOWLECCoqKlJTU5MjRozgunXr2Lp1axoaGnLGjBk/HFX0oxg+fDhnzZr1t9bxC7/wI/hFjPzCX4bCwkIOHDiQtWrV+m67tf/VKMogP28g348oS4i8H8U9m7y5YX35g9sfQU5ODmNiYjh9+nS6uroKodw6OjpUVlamk5MTR44cyV27dpWKGvirsXDhQrq7u/9c+cUfK7xWfB/E908msKGruTCAVVFR4YMHDyos7saNG9TT0+PFixf/4x5ziMOGDaOdnR2lUil79OjBDRs2lLGdfvnyJXV0dErZdpJfVsYDAgIEy0eRSMQpU6aQJC9evMhatWrRxcWFjRs3pktdBybfXEdm7SWzdpM5p8ii0lFAP3Rpios5ffp0WllZ8fz581y2bBl1dHS4cuVKzp49mxoaGpw+fTqnTp3K3377jQMHDqS3tzc9PDzYqFEjOjo60sbGhgYGBhSLxRSJRIJS/+83ZWVlmpmZ0c3NjZ07d2aVKlVoaWnJ+vXr09TUlGvXruX58+d58+ZNPnz4kK9fv2arVq0oFot5+/ZtOjg4UF5enj169KCJiQkHDx5cRv3+8ePHrFmzJnv27Ml169YJ6TCamprcsWNHuc/OhQsX6OLiwtq1a5eahC1ZsoS1atXixo0bWbduXdrY2HDZsmX8/PmzsE9OTg4PHToktKmExJFIJGzbti0nTpxILy8vysnJsWHDhpw7dy5NTEy4detWZmdn89q1a9y4cSNHjRrFVq1aCSu/NWvWFKw5Z8+ezYULF9LT05OBgYFUVVUVIhZKHEPKs0/+GurWrSuEwHfo0KHclInyIJPJhEgrc3Nzvnnzhlu2bGHjxo2pr6/PgNG/sdv0iZz/uxXTySf3s+O4kTwac5YGBgaCG1WDBg3o7+9fYZrU76/xiBEjaGJiwqioKM6ZM4eqqqo0MTEptWL67t07zps3j5aWlnRycuLGjRuZm5vLBQsWsFq1an/ppCsuLo6VKlXi0KFDS01US66PRCKhubk55eXlaWZmRnt7e1arVo2NGjUSyN2HDx9y5MiRVFdXp5ycHKtWrcq8vDzGxMRQLBZTW1ubffv2ZUJCglB+aGgo5eXluXfvXrZu3Zrkl6iQIUOGMDQ0lJ6entTV1aWKigolEokQnWNsbEyS7N69O8eMGVPmfCIjIymVShkUFMSqVatSJBJRVVW1XPLX3t6eHh4eX70+nz9/plgs/uo+xcXFbNSoEVVVVdmnTx8h/SgmJoaqqqo0MzMrE934R2RnZ9Pc3Jxnz57ljRs3qKyszMmTJ1e4//3791mpUqXvsp399OkT69SpU6a8jx8/0s/Pj0pKSlRWVmavXr3KnTzn5eXxwYMH3L59u/ANrNHS/aeIkQW3L9LV1ZXq6upUUFBgu3btuHr16jL9iEwmY0hICEUiEc3NzYUV/TVr1nzzWv4ZPH36lDVr1hQWA9LS0pifn8/Lly9z4cKF7Ny5M42MjGhkZMQuXbpw0aJFvHz58t+ysJKfn88TJ05w8ODBNDY2ZtWqVTlx4kRevXqVxcXFjI2NZc+ePWlgYEA5OTmKxWJWr16dzs7O1NTUZJcuXXjo0KE/3bYbN26wY8eOrFKrJuevXsnnme+/+czJZDLu37+fVatWZePGjb/qZvb8+XNqa2v/I5FB+fn5VFNT+6rbTFZWFnfv3s3u3btTS0uLTZo0YXh4OJ8/f864uDjq6+uzWbNmNDAwYMOGDTlr1iz27duX2traHDJkyFfHW38GBw8epLu7+99S9i/8ws/gFzHyC38pZDIZQ0NDaWFhwaSkpH+7Of8dKMrghlUDeOvSdDL7AJkXTxZnMSEh4ath1j9dXVERb9y4wSVLlrBDhw7U0dGhpqYmTUxMqKGhQYlEwvbt23PWrFk8ffr0XxbhU1hYyFq1anHr1q0/2OAMMnPaN6Nr8l4Esn3rL6HvUqmUiYmJ5Rf3n/QYHx8fKioqUk1NjU2bNuXs2bN5/fr1r+bQDh8+nEFBQaV+e/DgAWvVqsVGjRpRLBZTKpWWsaouLCxkeHg4pVIpvby8aGZmxh49evwl93bu3Lm0tbXl8+fPmZCQQD09PcbGxlImk7Fhw4ZcuXLlN8t4+/Ytly5dKoTpi0QiGhgYUCKRcN++fdy7dy9nzJjBvn370s3NTYh+kJOTo5KSEitVqsRq1arRwcGB1apVo6WlpWDRC4BisZgmJiZUVlYWSJZWrVqxb9++DAwM5Pjx4+nr60sNDQ326NGDy5cvZ+XKlb/YKDZvzvr169PQ0JChoaHlpoTJZDLu2rWLlpaW9PDw4OrVq6mmpkZDQ0M2btyYBw4c+K4Q58zMTK5bt46Ojo6Cfk2JfoqlpSVVVVVpZWVFa2trqqqqsmbNmuzVqxdnz57NQ4cOMSEhgaNGjaJEImFQUBCNjY2Zk5PDrKws6ujo8ObNm1RRUaG9vT0/fPjAyZMns23btjQyMvohe/OWLVvyyJEjQg7278meb2H9+vU0NTVlnTp12LJlSz5//vzLgD75JhckXKpwcjf/Riyb9evNiIgIFhYWcs+ePdTX16e2tjZnzpzJN2/elKnrxo0brFatGrt27SqsLEZGRtLc3JwTJkygVCpl+/bt2aVLF4FIuHz5snD8li1baGZmxvT09O8+v+9FZmYmu3btypo1a/Lu3bt89eoV27dvz5o1azIhIYE3b94UIoqUlZXZu3fvcr8Nnz594vjx4yknJ0dFRUV26NCBAwcOZEZGBmfNmkVDQ0O2bt2ap0+f5r179wiACxYsoKKiImvVqkUlJSXq6+tz5MiRDA4Opr6+PidOnChM7ErsnKOiomhra1sqakYmk3HOnDk0NTXltWvXaGNjQxcXFy5fvpy+vr6Uk5Nj8+bNBfInLy9PiCT7GjIyMqilpVXh3589e8ZOnTrRxsaGdevWpa+vL2UyGWfPnk2RSMS2bdt+l/X0tGnT2LVrV5Jfou00NDS+meb44sUL1qxZk4GBgd98p1+/fk1bW1uGh4fz06dP7NOnj/DNHzVqFC9evMgjR45w5cqVQhqkq6srjY2Nhe9a48aNBaLYuIrtTxEjY/f/D7nSo0cPbtu2jT169KCuri5r1arF4OBgxsXFCefTtm1bmpiY0MvLixEREezevTu1tbVZr149zp49m3fu3PnLFzCePHlCdXV16urq0s3NjWpqaqxRowYHDx7MrVu38smTJ3/boklWVhb37NnDXr16UUdHhy4uLpwzZw7v3bvHzMxMLl68mM7OzlRSUqKcnBzNzc3ZpUsX9u3bl4aGhnRxceGKFSv+8ogVkrx9+za7du1KfX19zpkz57vGQ4WFhVy7di1NTEzYuXPnClNmevfuzXnz5v3VTS4XDRo0KBWZ9jXk5ubywIED7NOnD3V0dOjm5sZJkyaxSpUqHDBgAHft2sVWrVpRIpFw4MCB9Pf3p1QqZceOHXnhwoW/9Dn59OkT1dTU/lbL6F/4hR/BL2LkF/4WlOREfy2//P8KZDIZDQwMyhXZDA4OZufOnf/2+h88eMD169ezX79+rFSpEsViMS0tLWlhYUFVVVVWq1aN/fv35+rVq3nr1q3vGvSWh/j4eBoaGn7/KomsiPyw4Lv1WPJfBnHj+jB26tSpVDEVpccMGzaMlpaWQujo1/D06VPq6OiUWrkrWal1dXWlnJwcO3Xq9NVr8+rVK/r4+NDY2JgdOnSgVCrl0qVLf1pcbN68ebS1teWzZ8/4/PlzmpubC7nh27Zto6OjY4Vlp6enc/r06bS1tRUiJerUqcPly5fz7du3lMlkrFWrVqm8/nfv3tHFxYUdOnRgpUqVOHz4cJ44cYJLliyhv78/69evTy0tLerp6dHU1JS1a9emh4cHnZycqKOjw379+jEyMpJmZmYUiUTs0qULlyxZIogvenh40N7eXohaqVGjBu3t7Wlubk5NTU0hrUBFRYVmZmasXr063dzc2KpVK3bp0oVeXl40MDAQ0gmGDh3KTZs2cd++fTx58iTj4+N5584dpqenMzMzU7g2eXl5jIyMZLNmzSgWi+no6Eh3d3fa2dkJGhMlGiElKUuOjo4cNWoU9+3bx5cvX3Ljxo00MjJi//79hXSc9u3bCxO9QYMGMSQkhM7OzmzXrh1btGjB+Ph42tracufOnTQwMPiqTsjv4e3tza1bt3L69OkcNGjQdz8vJ0+epL6+Pu/evcvCwkJOnz6dBgYGjDh/8rsneTfefXn+ZTIZzczMuH//fvr5+VFbW5s+Pj68fv06i4qKOGvWLOrp6XHr1q3CQPnevXuUSqW8ePEit27dSicnJ2pqalIsFrNPnz6ltD+OHz9OfX39v5VAl8lkXL16NTU1Nampqcnx48cLooyrVq0SiLxOnToxODj4q2Wlp6cLz6impiaDg4P58OFDnjhxgp06dRKEsgGwZs2aNDY2ZkREBE+dOkVnZ2eOGTOGJiYmZVJPxo8fTxUVFRoYGPD8+fPC7wUFBRw4cCBr1qzJp0+fcvv27axRowZNTU2Fc4iLi6NEIqFYLOb+/ft57Ngx2tvb083N7avn8vr1a+rp6ZX5vaioiMuWLaNUKuXkyZOZm5vLrKwsuri40NLSkvLy8t8d9p6amkpdXV2mpqbyzZs3NDAw4MaNG0u1vyJ8+PCBTZo0YZcuXSrcNzMzkzdv3uTs2bMFklNJSYmmpqaUSCSCwHGLFi04YMAAzpw5k1u2bOH58+d57do1bt26lQMHDqSVlRUVFBQoJyfHeq6uXJEQ/8PESMvBfgIxUrVqVc6cOZPXr19nfn4+Y2NjOW7cODo4OFBPT499+/alp6cng4ODOWzYMFpYWPD8+fPMz8/n8ePHGRgYSFNTU9rY2HDUqFE8d+7cD/fHMpmM9+/f5/r16zlgwABWrVqVKioq1NTUZO3atf+Rhau3b99y/fr1bNeuHTU0NNiiRQuuWLGCz549Y3x8PPv16ydEDCorK9PNzY3z5s3j3Llz6ejoSFNTU06YMOGnUhF/BklJSfT29qaenh5DQ0O/Gn1RguzsbM6ZM4dSqZQBAQFlFkKuXbtGMzOznx5P/QjGjh3LkJCQHz4uPz+fR48epZ+fHyUSCbW0tGhtbc1r167x8ePHnDhxIg0NDenq6so+ffrQ0tKS9erVE4Sq/wrUr1+fx48f/0vK+oVf+LP4RYz8wt+G06dPU09Pj9u2bfu3m/Kv4vbt27S2ti73b7m5ubS1teX+/fv/0Ta9fPmSe/bsYVBQEGvXrk0VFRVaW1uzevXqNDU1FXKLx44dy71795YJCf4aBg8ezICAgO/bOe/GDzv4vH60mE5OTjx06BCHDx9eKj1m/fr1ZdJjgoOD6eLi8s0ViUGDBglh7Hl5eRw6dCjNzc0F0cOKNEvKw/nz51m9enXWq1ePdevWpaOjY6mV8u/B/PnzBVLk8+fPdHR0ZGhoKMkvqywmJiZlnBySk5MZFBREExMTKigoUElJiU2bNuWOHTvKzWePjIxkvXr1BDeHatWqsUOHDtTT06tQnE8mkzElJYUaGhocNmyYoP2ipqZGIyMjNm/enEFBQUKKioaGBh0cHDhlyhRKJBKampqycePG5bqOlAzoBw0aRC0tLXp4eHD9+vWcO3cunZycqKamRh0dHdauXZtOTk5UVlZmjRo16OnpSXd3d9atW5d2dnY0MjKiWCwWol5KJi3y8vLU1tYWnDu8vLw4ZMgQamtr09jYmNOmTaOvry+dnZ2pqqpKLS0tSiQSIXKmbdu2jIiI4J07d1hcXMxbt27R0NCQWVlZvH79Oi0sLBgSEsLhw4fTw8NDcKRITk5mVFQU9fX1vxp+XYLBgwdzyZIlNDMz482bN7/jaaEQTXTu3LlSvx+78mOTvEWJ8czIy+Xjx49pYGAgkB7v3r3jnDlzaGRkRA0NDdrb25cie7Ozs1mlShW2adOGBgYGbN68OaOiolhYWMh3795xwoQJ1NXV5ZAhQ3j48GEh8unvxMePH+nr60tTU1NaWlqyZ8+efPnyJceMGUNNTU3a2dnRxcWFGhoabNOmzVfLkslkPHbsmOB+URIxpaury27dunH79u2cM2cOFRUVqaioyMaNG3PatGm8du0aRSIRPT09hXSU36NTp040MTEppSPz4cMHtmzZkm3atOGnT59YXFxMe3t71qtXj0uXLi11fHFxMXv37k05OTmamZlx9OjRQmpORXj69GmZfW7fvk0XFxc2aNCglAbI8+fPaWJiQjk5uXKdkSpC165dBUHuHj16cPTo0SS/ONSsWrXqq8fKZDKmpqbS3d2d9vb2DAkJYWBgID09PVm9enVqaGhQVVVVEOdWVlamsrIyg4ODGR8fz5cvX5aK/snMzOT+/fs5bNgw2tvbU0tLi+3bt+fixYuZmJjIvXv38vTp05TJZFx7PPqH3pclSZfZ26+/IMa9dOlSBgUFsXLlyjQ0NKSvry8jIyOZmZnJ1NRULl++XCBkmzRpwv79+1MqlXLSpEnCBLrEFWzq1KmsVasWpVIpfXx8uHfv3nKjx3Jzc3nhwgXOnTuX7du3p1Qqpbm5OXv06MFly5bx+PHjlEgkTExMpEwmY1hYGI2NjXnt2rXvvp/fg9TUVC5evJiNGzempqYmO3fuzK1btzI1NVUQ3S3R1TEyMqKPjw8vXLjAPXv2sH379tTS0mLv3r158uTJf82p5O7du+zduzelUimnT5/+XaL279+/5+jRo6mrq8vg4OBSfVuDBg0YGRn5N7b4C/bv3y+k7/0sCgsLefz4cdasWZPy8vK0s7NjSEgIb926xX379rF169bU1dWlh4cHa9asSSsrKy5duvSHIhrLQ1BQEFu1akVPT08uXLjwT5X1C7/wZ/GLGPmFvxWJiYk0Nzfn7Nmz/2vsZf9pLFiwoEIxT/KLm4Gpqel3rVD8Xfj06ROPHz/OyZMns0mTJhSLxbSyshK0HXR1dWliYsJOnTpx7ty5jImJqVA4LjMzk0ZGRrx06dK3K/64/IeJkdznQ6murkR7e3s6Ojp+Mz1GJpOxd+/e9PLyqnCw9eTJE+rq6vLt27d89OgRnZycBBvA6tWr/1QIb2FhIRcvXkyJREJPT08aGBgwICDgu6Jp5s+fTxsbGz579oyFhYX08PAQREbJL6tDffv2pUwm4+XLl+nj40NdXV3BQtfLy4snTpz4Zh52UVERK1euzM2bN9PCwoItWrSgmZnZN1XiV65cyZo1a1IqlXLixIkUi8XMy8tjWloaDx8+zHnz5rFTp05UUVERSAlVVVVqa2uzadOmgvbL1/D69Wt2796dioqKFIvFHD58OMeOHcumTZsKE4gbN27Q3d2d2tradHd3Z6NGjaijo0OxWEyxWEwNDQ22bt2aERERvH79Oq9fv86YmBgeOnSI27dv58qVK4VVeDMzs1L6LPXq1aOWlhbl5OSEFemSqJKSTUtLi2pqarSwsGD37t0plUrZrFkz6ujocNasWTQzM6ONjQ19fHx47tw5LlmyhLq6ujxw4IDgtFAeJk6cyF69etHZ2fmr16gEJdFE5ZHQe54k/3hqwLoVHDNmjJAGQX55j9auXUupVMp+/fqxUaNGNDExYUhICPfs2UNzc3MqKSlx6NChFa7yvnnzhn5+fpSTk6Onp+ffqqsQExPDSpUq0d/fn58/f2Z2djY9PT2pqKjIli1bcvTo0WzevDmHDx/OqVOnUklJqZQ2Vk5ODmNjYzlv3jx27NiRhoaG1NDQoLm5OS0sLCgvL8+dO3dy4cKFtLKyorOzM+fNm0dra2tBt0ReXp4qKipUU1MThIn/CFNTU+rp6dHIyIhFRUVMS0ujg4MDBw8eLDzne/fuZbVq1WhkZFShQG1sbKwgAqygoPDVqIzHjx/TwsKC5BdCa+zYsdTT02NERESpb+nJkycF149r167RwsKC69ev/+a1P3PmDC0sLJidnc2DBw/S2tpaIKYvXbpECwsLPnr0iLGxsdy6dStDQ0M5cOBAtmzZklWqVKGqqiolEgkdHR1pZWVFPT09Tp8+nbt27eK0adNoa2tLVVVV6unpCYKw58+fp56eHq9evcqsrCweP36cY8eOpZOTE9XV1dmiRQvOmTOHV65cKXcFPy0tjR4eHnSoXp1rblaccvbH7fb7V5TJZAwODmbNmjUpkUg4a9YsFhYW8uHDhwwPD2fbtm2poaHBBg0acNasWZw1axY7derEgwcPMiAggIaGhlRVVaWhoSE3bdpU5t6lpqYyPDyczZs3p4aGBps3b87Bgwdz0KBBdHV1FVzIhg8fzl27dpVZHCgRvv099u3bR6lU+qcWZWQyGRMTExkSEsLatWsL34YDBw4wNjaW/v7+gluYoqIinZycuHDhQr57945XrlxhYGAgpVIpGzduzPXr1/9XCfenpKTQx8eHEomEU6ZM+a4xQFpaGn19famvr89FixYxLy+Pe/bs+WYE11+B169fU1tb+y+z2121ahV1dHTYuXNnmpqasmrVqpw0aRIPHz7M4OBgGhkZsXr16nRycqJUKuWECRN+OHX49evXQr9RQiz+1e6Gv/ALP4pfxMgv/O149uwZa9SowUGDBv0jIYX/bWjZsmWFDgkl8PPzY2Bg4D/ToO9Afn4+4+LiOG/ePLZr106wOmzYsCGbNWvGmjVrUiwWs2bNmvT39+e6deuYlJQkdMrbt29n9erVvz4xl8nI96N/mBjh+yA2cjOhmpoa5eXlv/t8mjZtymHDhpU7GfXz82NwcLAwWKxUqVIpgdU/gxcvXrBXr140MTFhq1athJDyiibFCxYsoI2NDZ8+fUqZTMbAwEA2b95cuJZJSUnU0NBgq1athPB9qVRKX19fwSL0RzB16lQqKiqyTp06rFev3jcHN/fv36eamhrt7OyEcOwaNWqUiog5ceIEdXR0aG5uTkdHRzZp0kRIf+nUqRNr1apFVVVVVqpUiR4eHhw7diw3bdrE69ev8+nTp5w1axZNTEzo7u7Offv2ceXKlTQ0NKRIJKK7uztbtGghCKG6uLiwbdu21NfXF1aRfX19ee7cuW8SZoMGDWLTpk2ZmppKbW1tymQy5ufnc8GCBZRKpRwzZoxAWObn5/PMmTMcN26cEK1iaWlJKysrikQiKikpUSKRUCKRUFVVlV27dqW3t7dgrV2/fn3WqFFDsIFVUlKivLw8tbS0hIGns7MzmzVrRnt7e6qrq7Np06YcO3YsZ8yYwcWLF3PdunWMjIzk0aNHeeHCBd6+fZuJiYmsXr16KcvhEuQUFv6UZkLY9fPU0dGhRCLhzJkzefPmTbZr1461atUS7vmnT584YcIEamtrCxPyY8eOffXZefXqFa2srDh37lwGBQVRV1eXY8aMKVe/5GeRm5vLUaNG0djYmNHR0SS/RGAEBATQ1NRUIAHq1q3Lxo0bc+nSpXz+/DnFYjErVarEQYMGsW7duhSLxXRycuKwYcO4fft2PnnyhK6urjx69KjgiCQSibh+/XoWFRXx4MGDdHZ2poKCghBxVGKDDIBt2rQp49r19u1bAmB0dDTr1q3LxYsX09jYmGFhYcJ7LJPJ6OjoSDc3N4aFhVV43jdu3KC1tTW9vb0JgI0bN2Z+fn65+96/f582NjY8duwYLS0t6e3tXYakmj59OuXl5dm2bVvh23Pv3j0aGhp+dTJdWFhIBwcHLl26lAcOHKCOjg779OlDHx8fNmnShJaWlpSTk6OWlhbr1avH7t27c9y4cVyxYgUPHz7MpKSkUqSpTCbjmDFjqK2tLVgV6+rqcsWKFUK78vPzee7cOXp7ewtEaoMGDTh16lSeO3fuqyRRUVGRQGDPmDGD+fn5vPsghSM3r/6mE01J2tnvkZqayubNm9PJyamUDlZOTg6PHj3K4cOH09jYmIqKiuzfvz93797NzMxM3rhxg23btqWCggJVVVXp5eXFNWvW8OnTp0xKSmJERAR9fHxoZWUlROepqKjQzs6OU6dOZVJSUrnf/r1797JKlSrl2q9euXKFxsbGXLx48Xf3G8XFxbx48SJHjx5Na2trmpubMygoiNHR0YyIiBAEe0UiEfX09Ojt7c2zZ8+yqKiIz54945w5c1i1alVaWVlx+vTpfPz48XfV+2/h4cOH9PPzo66uLidOnFhu1NcfkZiYyHbt2rFSpUrcuHEjzc3Nfzhi9GdgbW39l6ZInT59mvr6+ly9ejXj4+M5evRoWlpa0tramqNGjeK8efPYunVramlpsXr16tTU1KSvr2+F+m9/RFFREZs1ayYsoGhoaPDo0aN/Wft/4Rd+Br+IkV/4R/Dx40e2aNGCnp6e/4hF3X8LcnJyqK6uXm7awO+RkZHx/VEW/wKKi4uZlJTElStXslevXjQ3N6eenh6bNGnCjh07snXr1rSxsaGmpibd3d05fvx41qxZ8+vEgqzgp0gRvg9ih7ZWwgp+q1at2KFDB3br1o19+vThgAEDGBgYyN9++40TJkzgtGnTOHv2bM6cOZOGhobs1q0bN2/ezF27dnH//v1ct24dNTU16eXlRV1dXcGy9vjx43z16hUzMzOZk5Pzp1diYmJihHB4BwcHNmzYsMwgJiwsjNbW1sKK38KFC2lvb89Xr15x165dbNKkibCyYmZmxt9+++1PWSSfPXuWOjo6lJeXp4eHR7mD5xIUFhZy/vz51NTUpL6+fimSMyAgQBhcjxo1isrKyjQ0NOSOHTu4Y8cO6unpcc2aNUI+f4nuSkpKCqOiojhjxgx6eHgI6QkqKiq0sLBg5cqVaWBgIKwolawgl0SqnDp1ioMHD6ZEIqG7uzuHDRtGKysrtmrVqpRbSHmYMmUKa9euLRAfZmZmXLduHatUqcLWrVtXKKhXgk+fPvHw4cP87bffqK2tTSUlJTo5OVFBQYH6+vpUUVGhra0tPT09CYDh4eHC5CMmJoZ6enqMjo5mRkYG09LSmJQhn+LgAAEAAElEQVSUxLi4OJ44cYJ9+vShvLw8FyxYwFmzZnHChAkcOnQofXx82KlTJ7Zo0YL16tWjvb09VVRUqKysTAUFBSoqKlJXV5cWFhZ0cHCgZ68eP0eMJMbRrrqDIIooJydHGxsbRkZG8vbt2xw6dKiwmrh69WpKJBKOGjWK5ubmdHNz444dO8qQop8+fWLt2rU5depU4benT59yyJAhwqTjz4or3rhxg/b29uzcubMwgYmOjqapqSkHDhwofIfv3r1LsVhMZWVlOjs708jIiABoampKOzs7njlzpkzq3bNnz6irq1uKbBg7dizl5OQEUurcuXNUV1cv4/gkkUjYrFkzQZy5JAWuxCGC/JI+paSkxL1795aq9/Dhw7S1taW+vv5X+85p06bxt99+I0k6OjpSTU2N6urq5U40YmJiqKmpSUtLyzJ/z83NZcuWLSkvLy+k7v0eV69epVQq5aZNm3j06FGuWrWK48ePF2zBS6KszM3NaWRkRBsbG06ePJlr167lyZMnmZKSwuPHj9Pa2vqrCyUymYwxMTHs3LkztbS0hHSeQYMG8ePHj7xy5QrnzJnDli1bUl1dnU5OThw7dixHjhxJc3Pz73LGu337Np2dndm4cWPhfV+/fr2Qhufg3pgT9mzlwt+9F+F3rvD404esVd+1wlQUmUzGNWvWUCqVcsaMGWXehfv379Pc3JxLly5l69atqa6uzoYNG3L27NmClpG5ubngzFKSMjhu3Djevn1b6ItKHF6GDh1KMzMzWltbc+TIkYyJiWFhYSEzMzNpbGxcSrvmj0hNTaW9vT2HDh1a4f0o0aHw9/enoaEhHRwcOGnSJO7YsYOBgYG0sLCgSCSigoICa9SowdDQUCH9Njs7m9u2bWPLli2po6PDAQMGCOLh/z/hyZMn9Pf3p66uLseNG/ddumXnz58XxH6bNGnyt59znz59GBER8ZeWef/+fdra2nLUqFEsKiqiTCbjjRs3OHHiRFapUoXm5ub08/Ojr68vDQwMaGZmRi0tLTZv3pwnTpz4Lqt3944d2GPWFE45dYCLEuO4PPkq9z25y/sf3rH4/7Pn5Bf+/4ccSeIXfuEfQGFhIQICApCYmIjo6GgYGBj8203623Hy5ElMmzYNFy9e/Oa+u3btwowZM3Djxg0oKSn9A637c0hPT8eFCxcQGxuL2NhYpKenw9HREWZmZpCXl8fDhw8RFxcHExMTuLm5wcXFBS4uLqhduzZUVVUBEsgcC6Dwh+tu3G4Pzl96DgBQUVGBjo4OtLW1oampCU1NTaipqUEsFkNVVRUqKipQUlICSbx79w779u1DnTp1YGBggIKCAsTHx+PDhw8AgIKCAmhoaMDAwAD5+fllNpFIBGVl5Z/eFBQUkJCQgEuXLsHMzAwvXryAq6srvLy8cOnSJZw+fRqhoaEwNTVFbGwslixZAkNDQzx58gQkoa+vj4KCApw7dw7W1tZQVlaGSCT6qfu3f/9+9OvXDyKRCI0aNQIAREVFlbtvYmIi/Pz8oK6uDiUlJbRr1w6BgYHC3zdt2oRdu3bh/v37SE9Px4QJEzBx4kSEhYVh9erVOHToEGrWrAkACA4OxuzZs2FnZ4cJEybg3LlzOHr0KF6/fg05OTmYm5vD2toaWlpakJOTQ2ZmJmJjY1FcXAxra2tYWVnh7du3uHPnDvLz8+Hq6oqwsDC4uLgI93D16tWYOXMm2rVrh5CQEBgbG5c6n2XLlmHp0qW4cOEC9PX18ejRIzRs2BAymQxr166Fh4cH5OTkvvtapqSkwM3NDfPmzcPcuXPx4sUL5OXloXnz5pBIJDh69CgyMzOhqamJRo0aoX79+tDU1MSUKVOwYcMGeHp6liqve/fuuHr1Kh4/flxhnSQxZMgQPH78GNHR0VBQUEBBQQE+f/4sbM9zPuOuuvx3n8fvMbVxW2RlZEIkEiE6OhpHjx7F5s2b8fnzZ9SrVw9z5syBg4MDnJycMGvWLHTv3h1FRUU4dOgQli5dipSUFAwaNAj+/v7Q0dGBh4cHrKyssGrVqjLXNi0tDaGhodi3bx8CAwMxcuRIaGtrf3dbi4uLMW/ePCxatAhhYWHo3bs33r17hxEjRiA+Ph6zZs2CSCTCpUuXEBcXh8TERBQVFYEkVFVVsWLFCsyaNQtbtmzBuHHjUKVKFYSHh5dqZ3h4OK5du4ZNmzaVqnvFihUYNmwYevXqhRMnTuD169dQVFREYWEhRPLyMK5iAxNrK5ibmWHh9JnYv3MXFi5cCLFYjLS0NDRq1AitWrXCrFmzkJ2djUePHkFfX1+4x25ubhCJRGjXrh3Gjx9f4TWoXbs2Fi9ejEaNGsHPzw9OTk44c+YM9u7di/bt2yMyMhIKCgpYv349xowZAyUlJTx58gRisbjUfahfvz7ev3+P8PBw6OvrIzU1FWlpaaW2Dx8+QCaTwcnJCQ4ODqhUqRIsLCygra2Nfv364cSJE/j8+TN69eqFpKSkcu9lo0aN4O/vj969e5f6PScnB9u2bUN4eDjy8vJgY2ODuLg44R2JjIyEkpISLCws4O7uDnd3dzRu3Bg6OjpCGXPmzMG2bdtw/vz5Ur+XIDc3FyEhIVi3bh1mzZqF/v37C99Rb29vHDhwAHl5eQCAdu3aYU9UFLKKCiCSk4OmojJEcnKYNWsWnjx5gjVr1lR4T9LT0+Hv7483b95g48aNqFGjBgDg8+fPMDQ0RFZWFl6+fImzZ89i9+7diIuLw9u3b6GgoAB1dXXIZDKsXLkSxsbGiI6OxuHDh5GRkYE2bdrAw8MDLVu2hKampvCs3Lp1CwcPHsSBAweQnp4OXV1dVKpUCfv27YO6unqF7fz48SO6dOkCZWVl7Ny5E+rq6vj8+TOOHj2KqKgoHDt2DNWqVUObNm2grKyMY8eOIT4+Hvn5+dDQ0ECTJk0wcOBANG/eXOhrL1y4gE2bNmHfvn1wdnaGj48PvLy8vvT9/x8jPT0dc+fOxY4dO9C/f3+MHj0ahoaGFe5PEtu2bYOPjw/q1auHxYsXo27dun9L21atWoUrV65g/fr1f2m5GRkZ6NKlC9TV1bF9+3bhWSKJ5ORk7NmzB3v37sW7d+/g6OiIN2/eIDk5GSoqKpBKpQgODoa3tzeUlJQwatQoFBcXY/HixSgoLsax54/w8FNGhXXrqYjhaWYLHeX/v5+bX/j/B7+IkV/4R0ESISEh2LRpE44ePYoqVar82036WzF27Fioqalh6tSp39yXJNq1a4d69eph0qRJ/0Dr/lpkZGTg4sWLiI2NxYULF3D79m3o6OhAJBKhU6dOyMrKwu3bt5GcnAw7Ozu4uLhgcpAERnqff6ie3Nwi6FWJQHZ2IUQiET58+IAXL17g5cuXePHihbD98f/y8vIwMjKCpqYmEhMT0alTJ+Tn52Pfvn0Qi8UoKirCunXrygzUS0ASRUVF5RIm+fn5KCgoqPBvf9zevn2L48eP49mzZ9DQ0MD79+8hEong5uaGFy9eIDU1VRiYi8ViaGlpQVlZGU+fPoWGhgZkMplQp7y8/A8TNE+fPsWVK1cgEong4eEBa2trrFixAv7+/jA3Nxf2E4lEOHz4MI4fP47+/fvDzc0NAwYMwJEjR6CrqwslJSUUFhZiypQp2LNnD6pVq4YTJ05AKpXC398fd+7cwdq1a/H27VskJSWV2vLy8iCTySAWi9GtWzcMHDgQjo6OZQbOgwYNwps3b9CxY0esXr0at27dQuXKlaGhoYH09HQ8ffoUJGFmZgYPDw+4u7vD3t4eUqkUCxYswJo1azB06FCMGTMG6urq2LlzJ8aMGYPY2FhIpVLMnj0bq1evhpOTE2xtbREeHv5Tz3///v1hamoKDw8P9OjRA2/fvkVoaCji4+Nx+PBh5ObmQllZGT179gRJ3LhxA3fu3EFRURHatm0rXF8dHR0YGRnBwsIC165dq7C++fPnY+vWrYiNjRUmR3/E54J8rEm5+cPnkpedjUluLUGZDHJycpCXl4eWlhYaNmyIunXr4u7duzh27BhIonbt2ti/f3+pCTYAJCQkYNmyZdi9eze0tbVhbm6O06dPQ0FBocJ6Hz9+jBkzZiA6OhpBQUEICgqChobGV9v68OFD+Pj4QFlZGRs3boS+vj7mzZuHBQsWwMjICFlZWSgoKICrq6uwOTo6Qk9PD3JycoiKisKAAQOgpqaGuXPnolmzZqhfvz78/PwwcuRIoZ7GjRtj9OjRaNeuXZk2bNmyBX379gUAyMnJoWfv3ngjVkC9rl7QNtAvta/s/Qe4GVugcyN35OfnIzc3F9ra2jh79ixmz56NGjVqYNSoUQCAM2fOwM/PD1lZWXj8+HGF1+Lp06dwdHTEq1evoKCggBkzZiA3NxezZs3C6dOn0alTJxQXF8PS0hJisRg+Pj5YtmwZQkJCBOLj6tWruHLlCoAv35wSssPCwqLUvy0sLGBgYIB9+/YhKCgI58+fh7W1NQAIZOmCBQtQo0YNhIWFoX379uW2+dSpUxg2bBiSkpIgLy+PJ0+eYMWKFdiwYQOcnZ2hq6uLgwcPQldXF1lZWdDS0oK7uztMTEywbNkyLF68+Kvf6lGjRuHq1as4ceJEqW/KmTNnEBAQgNq1awvE8x8xePBgbNmyBXl5efD29sbWrVvL7PP69WvY2dkhNTUVWlpa5bajpC0bNmzAuHHjMGTIEHh6euLq1asICgqCkZERcnJy4Obmhvr166N+/fqoU6cOnj17hqNHj2LDhg24ffs2KlWqhIEDB8LDwwNqamo4cuQIDh8+jIsXL8LZ2Rmenp7w8PBA5cqVhXojIyPh7++P2rVr49q1a2jYsCHat2+P9u3bw8jIqEw7CwsL4evri9jYWNja2uLq1auoX78+nJyc8ObNG5w6dQppaWkAAFtbW3Tp0gW+vr7CvQeAJ0+eYPPmzdi8eTNUVFTg4+OD3r17lyGm/zfg+fPnmDt3LrZu3Yq+ffti7NixXz3PwMBApKam4tatW6hfvz5CQ0Nha2v7l7YpISEB3bp1w7179/7ScoEvCw6BgYG4evUqDh48CHNz8zL7pKSkYO/evdizZw/S0tJgbm6Ohw8fAgAUFBTQtWtXREREQElJCctXroR6E2e8yMn6Zt1iBUX0sLKHlpLKX35ev/ALf8QvYuQX/hVs2LABEyZMwJ49e9CgQYN/uzl/G2rVqoWVK1fC1dX1u/ZPT09H7dq1cfHixf/vSaOcnP/H3leHVbV1X49Dd3c3CogKKBYgBoIiNoiFLSp2d8c1sTuwuxW7AbvBRFQMQJFuzhnfH37s3+WCiPd63/sG43nOo+y99lprr11rjjXnmLm4fv06unbtChMTE7x+/RomJiaoV68ejI2NQRI6aokY1kfjp+rdvDMWfYaeh5SUFLp161ZmBbc8kERmZqZAlpw8eRIrVqyAWCwWjHM9PT0kJSVBTk4ORkZGws/Q0LDcv3/FyteFCxcQFBSEtLQ0iEQiiMViyMrKQiQSYeTIkZg+fTrk5eUBADNnzsSjR49w4MCBUudVVFRUIQnzR8Jm3759OHr0KJSVlTFgwABoaGigoKAAFy5cQEpKCpo1a4aCggK8f/8e169fh6KiIhwdHSESifDixQsUFBTA0NAQ+fn5+PLlC1JTU1HyGZGSkoJEIhH6JxKJIBKJICcnBwUFBSgqKqK4uBjp6elQVVWFrKwskpOToampCR8fH4EAkpeXh5ycHKKionDz5k1ISUnB3NwcHh4eqFevHtTU1IRyIpEIL1++xKFDhxAVFQUlJSXIyMggLS0Ntra2sLCwQGJiIhITExEQEIDIyEicO3cOT548wdixY+Ht7Y3ffvsNT58+xfTp03Ht2rU/dS0TEhLg5uaGZ8+eoWnTplBWVsawYcPQuXNnpKWlwdTUFHXq1MHDhw8hFothbm4ueOps3boV1tbWePv2LVRUVJCbmwslJSWcP38e9vb2ZTws9u3bh1GjRiEmJgYmJiYV9mvHq0dIyc/9qXO5d+osdo77RuaqqalBLBZDUVER+vr6kJOTQ05ODhISEiCRSKCqqoq8vDy4uLigY8eOaNmyJaysrASvt8GDB+PkyZMgCWNjYwwZMgQdOnSo0CvuxYsXmDlzJs6ePYtRo0YhLCwMysrKpcqQxPr16zFhwgS0adMGWlpauHz5Mh48eAA5OTm0bNkSbdu2Rf369WFtbV1qDN++fQt3d3eoqKjg1atXSEpKQt26dSEjI4PLly8LnhorV65Eu3btBCP406dPUFAoPTm/ePEi2rRpg7y8PIjFYqjr62Lkzk1Q0detcIwfnTqHU4tXQklREba2tnjy5An8/f1x9epVPHv2DCKRCE2aNEFhYSFatGiBKVOmfLeu1atX48aNG9i2bRvEYjFWrVqF48ePo2fPnnj16hWOHDmChw8fgiSkpKSgpKQEkmjevDnMzMwQFxeHixcvokGDBti3bx8MDAwq5TG1bt06LFiwANevX8fnz5/RrFkzPH36FAsWLMCbN2+wd+/e7x5LEvXr10ezZs3w+PFjXL16FfXq1cPXr19x7949SEtLo2nTpujYsSO8vb1hYWEhHBsXFwdfX18MHToUo0ePLrd+iUSCkJAQZGRk4NChQ8jMzMTo0aNx/vx5rFq1qlyCC/hG8Nvb2+PKlSt4+PAhdHV10axZs3LLBgUFoVGjRhgyZEi5+7OysnDjxg3BGzAmJgbS0tLw9fXFjRs3sGXLFvj6+lY41i9fvkSHDh2QmpoKGRkZiMVi+Pn5wc/PD/Xq1cPt27cFbxIVFRXBk2TYsGFYsGAB2rZti4yMDJw+fRpHjx5FZGQk7OzsEBAQgDZt2kBJSQlHjhzBkSNH8OjRI5iYmODNmzdwcHBAXFwcCgoKoKCgAA8PD/Tu3Rt+fn6lnsWsrCzs378fERERiIuLQ+fOnRESEgJXV9ef8rr7T8WnT5+wcOFCbN26FV27dsW4cePKfSe/fPkSDRs2xNOnT7F+/XosXrwYgYGBmDp1aoUeJz8DsVgMLS0txMfHQ0dH55fU+XuQRHh4OBYtWoRDhw4JXprlISEhAYcOHcL+/fsRFxcHRUVFpKSkCPv9hw+Cd5/ulW7bREkVnSwd/ifuqSr8s6giRqrwj+Hs2bPo1q0bVq1ahU6dOv3T3fnlSEpKQvXq1QXX2Mpi2bJlOHToEC5duvSnwyT+nXDp0iWEhITg0aNHeP36tRB6c/36dSgoyOHS0dawNJWtVF0SiTScPXci9mkyAMDQ0BAjRoxAv379Ku16n5iYiE6dOuHhw4fIz8/HkCFDsHz5cgDfPvwZGRkVep6UbFNUVPwheWJoaFjGkAK+haaEh4dj3759yM7Ohqzst/OvXr06njx5Aj8/Pxw8eFAgRd68eQNXV1fcu3cP5ubmlTrPP4Ikhg0bhk2bNqFu3bo4fPhwqTFLT0+HtbU1rl+/jo0bN2Lnzp0IDw9HUFAQRCIR8vPzYW5ujtOnT+PChQtYuHAhCgsLkZOTA3V1daSlpcHExARfv36Fm5sbhg0bBhsbG6ipqeHp06fYtGkTTp06hcaNG6N9+/YwNjZGYWEh4uPjMXPmTGRkZCA4OBg2Nja4ceMGbty4gYyMDNSuXRvOzs6Qk5P7IQGUl5eHr1+/Ij09HSQhLS2N4uLiUmRNCUQiETQ0NKCpqQk1NTUoKiri1q1baNGiBRQUFP5UqNSGDRugpqYGAwMDnDt3DpaWlli0aBHk5eUREhKC3r1748SJE5CSksKwYcNw+fJlXLhwATdv3kRxcTF8fX3x5s0bWFlZ4ezZs9DT00N2drawotyoUSMUFBSgc+fOOHv2LGrVqvXD6/7g80dcTH73U/fKyh4DkPTsJfLy8nD48GG0adMGL1++FK7L+fPn8fLlSzg4OMDe3h5ycnJ4+fIlnj59ColEArFYDFNTU8jLyyMlJQUTJ05EzZo18ebNG+zcuRPPnz9HaGgoBgwYUGFIZVxcHGbMmIErV65g7Nix6NOnD54/f47Tp09j7dq1+PLlC5SUlNCwYUPIysri8uXLGDx4MKZNm1Yh8XLlyhUMGjQIpqamOH36NABgyZIlOHjwIF69eoV169bB1NQUvr6+OHnyJO7du4erV69i165dQh1FRUWYNm0atm7dimrVqiEmJgYycnIYGLEGBjZWlRrnCxu3IenaTUyZMgWWlpZYunQptm/fjg4dOiAwMBDDhw9Hfn4+Xr16JTyrhYWFeP/+Pd6+fSt4e2zYsAGamprIzc3Fhw8foKKigsLCQri5ueHhw4cwMzPDiBEjkJ+fj9GjR4MkrK2tERMTg1atWuH69euYPn06Jk2aVKl+/x6zZ8/Gvn37oKamhi5dusDd3R0tW7bEo0ePvntts7OzsXr1aixYsABpaWnQ1dVFbm4upKWloaamhhkzZiAkJKRCIygxMRG+vr7w9fXFwoULy/1WFhUVISAgAHl5eXj27BkCAwMxZ86cCr2QRo4cifz8fKxevfqH53758mUMGjQIsbGxAL4tbERFRSEqKgrR0dF4+fIlXFxc0LBhQzRo0AD16tVDZGQkRo8eDUVFRWzYsAE+Pj4/bOf3oWKTJ0+GRCJBZGQkoqOj4ebmJhAlhYWFOHXqFNauXYuUlBQEBATA398fLVu2FK5FQUEBIiIisGnTJty/fx9isRhWVlYwMjIS7qsSs6Bt27aYPn06nJycSl0LsViMixcvIiIiAidOnEDjxo0REhKCVq1a/UeEAf8dSE5OxqJFi7Bp0yYEBQVhwoQJZbwqWrdujTZt2qBv375ITU3F3LlzsXXrVgwePBijR4/+ruffz6B58+YYNmxYmfDMX4njx4+jT58+WLFiBYKCgn5Y/v379wKZDwByioqYdvE4FFSUf3BkaQRbOcJQqWIPwipU4a+iihipwj+KBw8ewN/fHyNHjsSIESP+q9jgHTt24NChQzh06NBPHScWi9GgQQP069cPffv2/Zt6969FSEgIdHR0sHjxYmEbSbx69Qr37lxA07px0NGsmAQqLBRj4tyXiHslhcjISOjp6eHUqVMIDw/HyZMn0bVrV8EY/x4iIyPRtWtX5OTkAABq164Nkrh06VKZUICKQBJpaWk/JE8+ffoEFRUVGBoaCismSUlJKCoqgpycHKSlpbFmzRoEBgbiw4cPqF+/PvLy8lC9enVkZmZi1apVaNq0KTp06IBatWpVuGpcEYqLixEYGIhTp06hb9++WLZsGaSly2pPdO3aFSdOnIC/vz8WLlyI9PR0PHnyBI8fP0ZkZCSePHmCoqIiyMrKQl1dHbKyspg1axa8vb0xa9Ys7N69GytXrkTv3r1BEhcuXMCSJUtw9+5dDBw4EAMHDizXWMrNzUWHDh1w+vRpSEtLIygoCFevXsXcuXPRvXvlV5VKIJFIcPLkSSxcuBDv3r1DcHAwNm7ciJo1a+LWrVuQlpaGtrY2qlWrhq9fv+LVq1fIysqCWCyGi4sL7OzsYGBgAF1dXSgrK1c6TCojIwPXrl1DzZo1cf/+fYhEIlhbW6OwsBBfv35Ffn4+ZGRkkJv7zYPj994xYrFYIHREIhFIwtLSUjCIMzMz8eXLF2RkZEBTUxNWVlYwMzODpaUltLS0ypA0cnJySE1NRfiyZeg4dwr0qttVMGL/h5h9h3Fg1gLUqlUL6urqSEhIwLlz5wQ3/aSkJLi6umLVqlXQ0tLCzZs3cePGDcTExKC4uBjW1tbIzs7GixcvAACdOnWCgoICXrx4gRcvXiA7OxumpqYoKirC+/fv4ebmhn79+qFdu3ZlDIOkpCTExMTg6NGjOHHiBL5+/QoNDQ3k5eXBx8cHc+bMgby8PPr374/c3Fxs2rQJTk5OPzzHiIgIrFy5EvXq1RNCp44ePYoNGzZg8uTJCA4Ohr+/P7y8vDB06FBYWlpi1KhRaN++PYBvRGVwcDDU1dUREREBfX19FBUVYdGhvZB3/P7754+QiMXQevYOG8KXIykpSXC3P3fuHOLj46GoqAhra2s4OjoKREhKSooQamVubg5DQ0OsWLECe/bsQfXq1WFmZoaXL1/C3d0dOjo6WLFiBdq0aSO0WVhYCC8vL9y4cQMKCgogiVOnTqFJkyaV7vfvQRKtWrXC1atX8e7dOzRp0gSjRo0q89xmZmZiz549WLt2LR49egSRSARXV1e8fv0aGhoakEgkmDdvHjp27FjpecDXr18REBAACwsLbN68uYxR/vbtW/Tr1w/Xr19Hx44dsW3btgrri4+Ph7u7O2JjY3+ogVZUVIQHDx6gdevWqF69Ol6+fIni4mIhJKZBgwZwcXEplyj4+PEj6tSpA2lpaRw+fBiurq6VOt9bt26hS5cuaNKkCZYuXQrg28JDZGQkTp06heLiYri7u+Ps2bM4c+YMXrx4gRMnTuDs2bMwMjKCpqYm3r17BxkZGTg5OSE1NRUPHz5EQUGBQCTXrVsX/fr1g4mJCbp3746pU6di4MCBAIBnz54hIiICO3bsgJ6eHkJCQhAcHAxd3Yq9o/6X8PnzZyxZsgTr169Hhw4dMGHCBFhaWgL4Fj42fPhwPH78WLjH3759i6lTp+L06dOYNGkSBgwYICyI/BlMmzYNxcXFmDNnzi85n+/h0aNHCAgIQO/evTFlypQfPrN79uxBcHAwAKB2Sx90+23GT7dZU0sfTY0s/1R/q1CFyqKKGKnCP453796hZcuWaNq0KZYsWVKuwfafiJCQENSvXx+hoaE/feyjR4/QrFkzPHr06Je5Wf6TSElJgZOT0/dXuSUZQM5BoOhRucd/+iyFlx9qIbdQD0+ePMHGjRvx+vVrqKmpwd3dHdWrV8f79+9x/vx5NGrUCCNGjICnp6fwsS4uLsaUKVOwYsUK5ObmonHjxnj27BlevnyJgQMHIjMzEwcPHvyl916JEGV4eDhu3ryJwsJCaGlpoXr16sjPz0dcXBzs7OyQmpqKT58+CVohNjY2ePXqFZSVlZGbmwtTU1OkpKTg+vXrsLCwELxLKov8/Hx4e3vj7t27WLlyJfr3719qv0QiwePHjzF27FhER0cLgodv3ryBmZkZnJycYGhoiK1bt0JWVhbjxo3Drl274OrqijVr1kBBQQGbN2/GqFGjYGRkhHv37mHXrl1YunQpxGIxRo4cia5du5bxnCGJ6OhobN26FQcOHIC7u7vwDkhJSYGXlxcuXrz4l6/DoUOH0LlzZxQVFaFOnTrYtm0brK2tsXHjRsycORM+Pj6YPXs2VFVVERgYCENDQ2hqaiI2NhZPnjxBbm4uHBwc4OjoCEdHRzg5OcHR0RGGhoblTgaHDh0KaWlppKam4sKFC9izZw88PDzw9u1buLm54dOnT0hPT0f9+vUxfPhwdO3aVSBWJk6ciMOHD6NPnz5YtWoV/P39ce/ePaSnp8POzg4vXrxA48aNYWlpiRcvXuD169d49+4dlJWVYWhoCD09PWhrawtExIMHD2BjYwNjczNUD24H89rOFY7V7aOnsG/6XEiKxQAAHR0dQQDXxsYG6urqePbsGbS1teHo6FiGiCkqKsKXL1/w/PlzPH/+HCKRCFJSUoIh1rJlS1hbW+Pr169ITk7GmzdvcOfOHbx58wZisRhKSkpCm+np6SgqKoKLiwuaNGmCWrVqYfXq1YiOjoaysjKmTp2KrKwsLFq0CJMmTRLGvTKYMWMGTpw4gW7dumHYsGEAvnlxBQUFIS4uDunp6ejfvz9evHiBJk2aYNmyZXj37h2MjY2xb98+hIWFYdy4cRgxYoTgqSCmBMvvR4NylfcOBIDsuJd4vP8YYmNj8fr1axQUFACAcC6KioowMzNDz5490bFjR5iYmJR6B+zfvx+bN29GZGQkSGL79u0YO3YsPn/+jKSkpHKN1kmTJmHu3LkQiURQU1PDiRMn/nRIa25uLqpXrw5bW1t8+PAB5ubmiIyMREFBgRBCcvjwYbx48QJSUlKoV68ehg8fDgcHB8yYMQNnzpyBsrIy4uPj/5S3QV5eHjp37oz8/HwcPHgQKioqEIvFWLFiBWbPno2RI0eid+/eaNKkCfr27YuRI0d+t66goCDUqFGjXI2vtLQ0xMTEIDo6GlFRUbhz5w4sLS2hqqoKsViMXbt2wdLSstKkzogRI5CcnIwLFy6gb9++mDp1aqUM4qysLISFheHmzZvYtWsXXFxcAPyfEGbLli2hrKyMd+/ewcrKCoqKinj16pUQPpWcnIzi4mKIRCJoaWmhXbt26Nu3L+rUqYMPHz7g+PHjOHr0KGJiYuDi4iJ8pwoLC5GYmIhu3bohJCSkUgTk/zJSU1OxdOlSrFmzBm3btsXEiRNhZWWFGjVqIDw8vEx41qNHjzBhwgQ8ffoUs2fPRufOnSElJQV+yx4KkpBIJN/9u+T/58+fR3h4OI4cOVKp475XT2X2paSkYNSoUTA2NsbkyZMhKyv73bKXLl3CrFmzIJFI4D9iMLx7l68PVBGMlVQRZOX4qy5RFapQLqqIkSr8WyA9PR3t27eHhoYGduzY8VOr9/+OIAkjIyNERUXByqpybtV/xMSJExEfH19hnPZ/EjZu3IiNGzciKirq+waM+DNQeB8Qf8Lnz8k4e/4ObB3b4nhkHK5du447d+7Azs4OTk5OOHPmDM6cOYOEhATcvHkTN2/exJ07d6CkpIT8/Hyoq6ujb9++6Ny5M7p3745Hjx5BIpFg586diIiIgI+PD4YMGYLCwkL4+fnBwcEBy5cv/0teS/n5+di1axfWr1+Pe/fuQSwWo1q1aujevTv69+8PLS0trFixAkuXLsWlS5eEsJjp06fj6NGjWLNmDdLS0vD27VscPHgQV69eRXFxMQBAVVUVOTk50NTU/G4IT8k2fX19yMrKIiMjAy4uLvj06ZMQW/5HEdTHjx+jsLAQRkZGaNeuHeLi4mBsbIw1a9YgKysLM2bMwI4dOyAjI4NNmzZhwIABmDp1KgYNGgSSmDhxIg4ePIh169bB19cXmpqaqF27NkaOHInmzZuXGc93795h27ZtiIiIgIyMDHr27Ilu3brB2NgYwDfhxgULFuDLly9o2LAhIiMjK8yoUBEOHz6M4OBgmJmZYdmyZThx4gR27dqFDh06CBO6BQsWYM2aNQgNDYWqqirevn2LNWvWCHV8/foVsbGxAlFS8v+ioqJSREnJTywWw8nJCRs3bkT//v3Ru3dvLFiwAMA3D6Vly5bB09MTL1++hIeHB7Zt2wYfHx8UFxfD3NwcmzdvxsCBA5GSkoL4+Hjo6+vj1atX8PPzg6KiItLS0gAATZs2RdOmTdG4cWNB+DgqKgpXr17F58+fISsri759+6JTp05wdXVF5+Bg+PXpgWwtVUC1tAuzsZIq3HQMMTiwC86cOQMA8PDwQEREBIqKinD06FH89ttvcHd3R3JyMmbMmPFdIeLXr19jy5YtaNeuHbS1tfH+/Xs8f/4cb9++RXZ2NkQiEVRUVATBypJMOnl5eUJ/pKSkBM2d36NEH0MkEiE7+5ton7GxsWAA/ijUSU5ODvLy8ti/fz8SExMRFBQEd3d3yMvLQyKRoEuXLjh//ryQyarkvBUVFWFjYwM7OztER0dj9+7dcHNzK9W3j7lZ2PM69qfvUebmwfh1suABQhLVqlVDbm4uzMzMsHTpUqSlpWHJkiWQkpLC6NGj0blzZ4Ec6d69Oxo0aIBmzZph4MCB+Pr1K9avX4/OnTvj1KlTpQQ5SWLMmDFYunQpdHR08Pz5c3Tp0gWnT59Gly5dsG3btp8O35w+fTri4uIwbtw4uLu7o1q1atDX18etW7egra2NzMxMaGlpYfTo0QgJCUFWVhZmzZqFXbt2Yfjw4Rg2bBgaNWqEWbNmoWXLln/KQCssLMTYsWMRGxuLiRMnYs6cOVBSUsK8efNgYWEBkvjw4QMCAwMxYsQItGnTpkw9Dx48wMiRI3H06FHIy8vj3bt3ePDgAR4+fIiHDx8KobE1atSAk5MTHBwcoKKigszMTHTu3Blbt26FpqZmpY3QQ4cOIS0tDQEBAVi/fj0+ffqEgQMHwsrKqlLnf/PmTezZswctWrSAt7c3RCIRzpw5gxs3bsDIyAjPnj2DgoICCgsLBQ81kUgEbW1tODk5QUZGBgkJCUhMTISpqSlsbW1ha2sLTU1NFBcXIy4uDjdv3kRycjIkEglkZWXh6uoKe3t7aGtr/xJD+68Y5f/O9fz+/2KxGHl5eSgoKICMjIzwXivx1vpjPSW6Z39EyTux5Pf7v3//f+AbeaahoQEpKakKj6uonsruI4m3b9+isLAQdnZ2kJOTK7dsVlYWHj58CIlEgtajh6BxSJefflcaKKqgi3UVIVeFvxdVxEgV/m1QUFCAPn36ID4+HseOHfuPds98/Pgx2rZti/j4+D9dR15eHpydnbF06dK/NV70XwWJRAJPT09069atUl40KSkpqFatGlJTU4UPfkFBAe7du4eLFy9i6tSpUFdXh5aWFjw8PODh4YH69eujqKgIN27cwIEDB3Dt2jUhu4umpiYWLFgAbW1tDB06FC9fvhS8GDIyMtCoUSP06tWrwhXF8pCRkYF169Zh27ZtePr0KaSkpODi4oK+ffuia9eupUi+8kiR7du3Y8qUKbhx40YZ76BJkyZh06ZNkJeXh7q6OmRkZDBnzhwYGBhUqIPy+fNnKCsrIzMzU5gMZ2dnQ0pKCpaWloI2RFRUFOLj47FlyxZ4e3sD+Oba6+LigtDQUKxbtw7du3fH+/fvkZubi/v372PPnj3w9PREbm4uunfvjrdv36J69eo4ceIEpKWly80WkZOTg0OHDiEiIgL3799HUFAQQkJCULdu3VLEybVr19CxY0fcvHkT6enp8PX1RUZGBjZv3iy44VYGb9++xfDhw3Hq1Cm0atUKBw8eFNr58uULVq9ejVWrVsHd3R2jR4+GpaUlpkyZguPHjwur1z/yzElJSRFIkt8TJ9LS0lBQUIC6ujo+ffoEOTk5PHnyBNra2pg+fTqysrKEkLLr16+jffv2OH/+PF6/fo2FCxciKioKiYmJsLa2xuDBgwWRPjk5OezYsUMQmz1//jwuXLiAy5cvQ09PD02bNoWFhQXWrFkDd3d3tGjRAnfv3kVUVBSePn2KoqIiIXxB3UAfYnkZTBg/AXUda0BF9ttK/cmTJ+Hv748BAwbgyZMngmeNrKwsJk2ahPnz5+Po0aPffR+9evUKnp6eWL16Ndq2bStsLy4uxuPHj3Hp0iXs2rULjx49QlFRERQUFCAWi6Gvr49GjRrB09MTOjo6OHv2LA4cOAA/Pz8UFxfj2rVrGDt2LJSUlLBt2zbcvXsX+vr6+Pr1q6BNYW1tDWdnZ+jr60NHRweampoQiUTlkjf79u1Deno6mjZtCgUFBWH7xYsX4ezsDJLCtnfv3qGoqAi/nyqVeMH83jhwaOKJrn/CPZwSCa5NXSAYSJmZmYiKioJEIkG1atXw/v17FBcXw8TEBPLy8nj//j3y8vJgbGwMPT093L59G/r6+khJSRG2Ad/CHgwMDKCioiIYXPHx8cjNzYWamhpICiLYWVlZ+PTpE0QiEQwMDASiqCIjsCQzVlZWFqSlpSEWi4WxKPlXWloa0tLSEIlEgvbM9/R+Ssr/WQMNgOBlpKqqCjU1tTLHFRUV4dOnT9DT04OqqqqwjyTevHkjeGzk5uZCJBJBWVkZKioqUFVVhbKy8ncNzZcvX0JRUREWFhaVNkI/fPiAlJQU1KlTR/j7wYMHsLS0RI0aNQQjuqLzz87OxoULF1BcXAx5eXkkJycLHix5eXkQiURQUFCAhYUFTExMUFBQgDdv3uDjx48wMjKCtbU1zMzMkJmZidevXwvZTMRiMTQ0NFCvXj04OztDVlYWO3bsQFJSknBNS0hha2vrSvX17zDK/x3r+d6+rKwsbNiwAWvXrkVOTg527twpCO+Wdy8fOXIEkydPhqmpKebPn1+GiK0ITk5OiIiIqHSI1l8FSSH1/NSpUwF8CzdMSEjAmzdv8ObNG6Smpn5LYS4lhZYD+8A7tPdPt2OrpoXWZpULCa1CFf4sqoiRKvxbgSQmT56Mffv2ITIyskK9iH9nLF68GK9evSq18vxncPHiRfTs2ROxsbE/TFv5n4DHjx+jSZMmePz48Q9DhEhCR0cHcXFx5cZ7a2trIy4uDp8/fxbEXK9du4bCwkI0bNgQGRkZuHLliqB78PHjR+jr6+PDhw9QUFBA48aN4e7uDnd3d9SpUweZmZlo0KABlixZ8kMx4E+fPiE8PBz79+/HmzdvoKCggAYNGiAsLAz+/v7liu2uXLkSixcvxqVLl4QMC5cvX0ZgYCAuXboER0fHMm3UqFED0dHRiI+PR1hYmBAj3r59e8ybNw/y8vJ4+vRpGQ+QEj0LFRUVdOjQARoaGpCWlkZGRgY+ffqE2NhYvHv3TZBTT09P8DYxMDCAhko6UPwGJsbaaNKsNSBtDVf3ADg5OeHo0aMwNTXFx48f0bhxY+Tk5EAsFmPQoEEIDQ3FzJkzBT0Gkrh27RoiIiJw6NAhNGjQACEhIQgICChXkDYpKQlubm7YsGED/Pz8AHwj00JDQ7Fx40Z4eXnh5MmTFXqT5ebmYsGCBVi+fDm0tLTQsGFDbN26tRT5UoK8vDxERERg8eLF0NLSwpgxY2BgYAAvLy/Y2Nhg4cKFaN26dbnHfg8kkZSUhKioKISEhMDOzg4PHz6EsrIylJWVYWZmhhcvXuC3334TPE1Onz6NcePGwcrKCr169RLSvrq4uODr168wMjKCtLQ0zp8/X66rvVgsxr179zBjxgycPXsWUlJSqFGjBho3bgx5eXlcuXIFr169wtevX+Hj44Nz586BpJAVp0QTwdbWFklJSbC1tUVGRgYKCgrQsWNHyMjI4LfffoOXlxcmTJiAefPmYffu3WjatGmpfiQnJ6Nhw4YYM2YMOnTogJiYGOF3584dmJqalkqZS35LY7p9+3ZYWFjA2dkZxcXFQmiNlZUVXr16BYlEAnt7e7Rv3x579+6FnZ0dVq9eLaTGTEtLw549exAeHo4vX77AxsYG+fn5ePnyJTQ1NWFnZwd7e/tS/zZr1gyfPn1CdnZ2qfCNEqJMR0cHb9++xdOnTwUSS1ZWFvn5+ZCXl0eNGjVgamoKY2NjwUNL0dwESQbfT9v6XUgIy9fJkPr/xtGiRYvw5csXvH79GsuWLYO5uTmePn2KI0eO4N69e2jevDlq166NS5cuITo6GkVFRahduzbGjx8PY2NjwciaO3cuHB0d0aFDB7x58wb9+vVDXl4eli1bhq9fv+Lq1atYtGiRYJAVFBRg0KBBiI6ORrt27bBgwQJIS0uXMtYSEhIEz6SYmBgUFBTA1tYWDg4OuHnzJoyNjREXFweJRILevXtj+vTpKCoqwpYtW7BgwQJ4e3tj2rRpsLa2LmVASiQSODk5ITw8vFJipH/EhQsXMGDAALi5uaFWrVpYsWIFTpw4gdq1a5cpGxMTg9atW2Ps2LFITU1FVFQU7t69CwDo06cPGjVqhIYNG8LU1LTS7d+5cwcdO3ZEfHx8pcO5Lly4gFmzZuHy5cvCtuTkZAwePBixsbHYsmUL6tWrV+6xr169wuHDh3Hw4EGBjC0hwWVkZODs7IwuXbqgXbt2gr7F75GdnY2LFy8iMjISx48fF4ggKSkp+Pn5QUNDAzExMXj16hWaN2+OVq1awdfXF+vWrcOmTZuwdOlSxMbG4ujRo0hISICfnx/atGkDX1/f/4p5yt+JzMxMtGnTBjdv3kRAQAAmT5783bCkkmdnxowZ8PDwwOzZsys1J+7fvz+cnZ0RFhb2y/pdVFSExMTEUoTH74mPz58/Q0NDA2lpafDy8oKXlxcsLCxgYWEBS0tLyMnJYciQIRg5ciRsatbA1pcPf7oPPsZWcNLU+3HBKlThr4BVqMK/IdatW0cDAwPGxMT80135U2jRogUPHTr0S+rq1asXhw4d+kvq+nfA2LFj2aVLl0qVbdiwIS9evFjuPmdnZ96/f7/M9lu3btHc3JwAKC0tTWVlZTZv3pxjxoxhixYtKCUlRW9vb06ZMoUjR45ko0aNqKysTAcHB7Zp04YqKircsmULi4qKStX7/Plz9uvXjwYGBhSJRFRXV2eHDh149epVSiSSCs9j5cqVtLCwYEJCgrAtLi6Oenp6PH/+fLnHdO/enePGjSNJFhYW8t69ewwMDKSCggI1NTUpLS1NWVlZ1qhRg127duW8efN4/PhxhoeHU0pKiq1bty7Tr/fv37N169Z0cHDgjRs3WFRUxPfv3/PmzZvcuWUcn97oSaYOK/O7cTaIHdvUpIuLC+3s7CglJUVlZWX27NmTR44c4f3795mUlMTt27fT19eXM2bMoJWVFR0cHLhgwQJ+/PixwvEpKipi48aNOWXKlHL33759m7q6ulRUVOT+/fvL7JdIJNy/fz/Nzc3ZqVMnBgQEsG3btmWuYXkoLi7moUOHWL9+fVpZWdHIyIgLFiygo6MjPT09eevWrR/WUR4mTJjAbt26UVZWlvPmzWNiYiJPnTpFDQ0Ntm3blnXr1qWKigqNjIxobm5OkUjEJUuWMCYmhhkZGWzRogV79uxJOTk5Dh069Lv3WHJyMv38/Oju7s7Xr18zISGBPXv2pKqqKtXU1CgvL093d3dKSUlRT0+PZ86cYXFxMe/fv8+VK1cyODiYZmZm1NXVZZ06dVitWjVGRUUxPz+fBQUFDAwMpIqKCufOnUuSvHr1KnV1dXn8+HFh/KKiomhqakpnZ2fa2tpSTU2NzZo145QpUxgZGcmvX79+d5zy8/O5b98++vj4UFtbm4MGDWKfPn2orq7OTp060cfHh7KysgRAWVlZNm/enMeOHWNeXl6peiQSCc+dO8d69erR0dGRe/fuZUJCAs+dO8eVK1dy6NChbNasGU1MTIR3g62tLatXr05ra2vq6uoSADU1NdmoUSN27NiR+vr6VFRU5ObNm/ns2TOuXLmSUlJS7NKlC8Vican2v+bncvHjmJ/+bX/5SKjj2bNn1NLSooaGBgcPHsxRo0aVauPdu3ecMGECtbW1aWZmRnl5edrY2FBDQ4O9evVibGysUHbWrFkcP3489+zZQ3l5eZqbm/Pdu3ckya1bt7JHjx7lXo8DBw5QUVGROjo6PHr0KDdv3sxu3brRyMiIpqam7NmzJ7dt28a9e/fS1NSUY8aMoZSUFJ2cnLht2zbm5+czMTGRZmZmDA0NpbW1NVu0aMF79+599x4gyZ07d7Jhw4Y/fJf+Hl++fGFISAjNzMx44sQJYfv+/fupq6vLCxcuUCKRMC4ujhs3bmSvXr1oZ2dHJSUlysnJcfDgwTx9+jStra155syZSrdbHtzc3Er14UeIi4ujnZ1dufv27dtHfX19jh49mrm5uZRIJLx79y4nT55MGxsbqqioUEtLi9LS0pSXl6eysjKVlZWpo6PD0NBQ5ubmVth2Xl4e9+3bx1atWlFNTY1t2rThgAED2KRJE6qoqLBZs2ZcvHgxr1y5wo0bN7J9+/ZUU1Oju7s7O3ToQA0NDZ49e5YkmZiYyNWrV7NFixZUVVWlr68vV69ezffv31d+8P7H8OHDB6qrq3P69OnU19dnhw4d+ODBg++Wz87O5pw5c6itrc3BgwczKSmpwvq3bNnC4ODgn+pTUVER37x5w8uXL3PLli2cNm0ae/ToQU9PT5qZmVFOTo7m5ub08vJiSEgIp0+fzq1bt/Ly5ct8+/at8K2NiYmhoaEhFy9eXOGzvP913E+9J1fF3WahuPinzqkKVfgzqCJGqvBvixMnTlBHR4eHDx/+p7vyU8jLy6OKigrT0tJ+SX1fvnyhgYEBb9y48Uvq+6eRnZ1NCwsLYWJVEfr27ctVq1aVu69ly5aCcVaCCxcuUElJiQDYtm1bFhcX88uXLzx69ChHjx5NNTU1ysrK0srKitra2rSwsOCKFSuYlZXFe/fucc2aNWzevDmlpaWppKTEWrVqCRNpANTX12efPn1KGSA/wqpVq8qQIsnJybS0tOSWLVtKlRWLxXz9+jXnz59PNTU1durUiTVq1KCCggLt7OzYvn17DhkyhG5ubjQ0NKSNjQ09PDz45MkTkuTkyZMpEonKGFQSiYTr16+njo4Op06dyvz8fGHfrVu3uG1d53IJkT/+Rg6qQxkZGbq7u1NbW5vdunWjr68vHR0dqaKiQgAEQF1dXXp5eTE0NJSzZs3ipk2bGBkZyQcPHjAlJaWMUTl+/Hg2b96cxcXfn/iIxWL27NmTIpGIzZo1EwzjR48e0dvbmzVq1ODFixcZFhZGLy+vMoZzZXD9+nWam5tTRUWFkydP5uLFi2loaMguXbqUun6VQWpqKrW1tenq6spq1aoJ28PCwjhnzhzhnBISEtipUyfq6enR2NiYtWvXppKSEuXl5SktLc3u3bvT3NycwcHBzMrKKtXG+fPnaWRkxHHjxvHSpUsMCgqihoYGQ0ND+fjxY5LkpUuXqKenRzk5OTo4OFBdXZ2tW7dmeHg4Hz9+LExeExMT2aJFCzZo0IC1a9emsrIyGzVqxFq1atHAwIBOTk5MTk5mamoqlyxZQmVlZTo5OVFFRYVKSkq0s7Pj2rVr+ejRowqvY0W4ePEijYyMqKCgQGdnZw4fPpzm5ubs3r07b926xblz59LR0ZHS0tKUlpZm9erVOWTIEO7cuZPx8fFMT0/ngwcPOG3aNIHsadCgAd3c3IQxMDMzo4yMDPX09BgUFMSOHTvS19eXrq6uVFRUpLy8PKtVq0YlJSVqamoyNDSU9+/fZ3Z2Nkny9OnTlJGRYb169ZiSkiL0XSKR8LcrkT9NjNz5/H+kYc+ePdmgQQOGhYXx+fPn1NPTY0FBQak29uzZQwMDA3p5eVFWVpaWlpZcsGABp0yZQn19fbZq1YqXL1/m1q1baWNjQ1lZWfr5+ZUyltevX88+ffqUGf+kpCTu3r2bvXr1oqKiIgHQysqKa9as4cuXL4V75d69e9TS0qKioiINDQ0ZGhpa5r50dHSkjIwMZ8yYUalrX1xcTFtb2+8S4b+HRCLhzp07aWBgwKFDhzIzM1PYl5ubyytXrrBv376Uk5OjsrIyLS0t2a1bN65evZoPHz5kcXExt2/fTlNTU86cOZMtWrSoVB8rwqZNm9iqVatKl09LS6Oqqup393/8+JGNGzemuro6NTQ0qKKiQnl5ecrJyVFaWppOTk6cNWsWr1+/Tn19fd68eZNpaWkMDAykk5OT8PyXQCKRMCYmhqGhodTS0mKTJk0YERFR5p2SmZnJI0eOsH///jQ1NaWFhQUHDhzIgwcP8tixYxw2bBiNjY0pJSVFT09PHjlyRHg2MjIyuG/fPnbt2pWampp0c3PjzJkz+fDhw58ivP4X0LVrVy5cuJDZ2dlcvHgxDQwM2LZtW969e/e7x3z+/JkjRoyglpYWp02bVuq+/z2ePXtGc3PzUtuKi4uZmJjIa9eucdu2bZw5cyZ79epFb29vWlpaUk5OjiYmJmzUqBG7devGKVOmcNOmTbx48SJfv37NwsLCSp/b27dv6ezszH79+n33uM95OVz25Gal35NxaZ8r3X4VqvBXUEWMVOHfGrdv36aRkRGXL1/+T3el0jh37hzr16//S+vctWsXa9So8VMfp39nnDhxgjY2Nj80XpcsWcKwsLBy9/Xr149r1qwh+c3AHDlyJKWkpCgrK8t9+/aVKX/hwgXa2NgwIyODFy9e5IwZM1i7dm1KS0tTRkaGbm5uXLlyJTdv3kxHR0fByNfQ0BCIFCMjI7Zr147z58/npUuXykwq/4hVq1bR3Ny8lFGdk5NDd3d3Dh8+nGfPnuWSJUvYu3dvwYPA1NSUqqqq9Pf3Z0REBO/evVvuCuDx48dpYWHBWrVqUUtLi3Z2dhSJRMKYlCA+Pp5NmjShm5sbHz58WGp7586dOXJwg0qRIiW/C6dXUEVFhXJycpwwYQJDQkKorq5Of39/7tq1izo6Ojx06BAPHjzIFStWcMKECezZsyd9fHzo5ORELS0twUB1d3dnvXr1qKKiwokTJ3LLli08ffo0Hz16xC9fvpQ7mY6OjhaMspYtW1JXV5erVq1iUVERZ86cyZo1azI9Pb3C61IR1q5dy3bt2rF///7U0NBg7969GRYWRi0tLY4dO/anCM/p06fT29ubUlJSzMjIIPnt/VC3bl2hTGFhIQ0NDfnw4UM2b96cgwYN4o0bNygvL882bdpwzpw57NixI5WUlCgjI0NLS0u2atWK9evXp4aGBrt06UInJyfa2dlx2bJlwrkXFRVxxowZ1NPT4+jRowWjLTk5mbt372bfvn1paWlJfX19BgcHc+PGjbS3txcI2MzMTI4ZM4bq6uqClxAAysjIsFq1agwMDBSMn4CAgEp553wPEomEK1eupLa2NleuXMmUlBS2aNGCSkpKVFJSYkhICK9evcqUlBTevn2bW7duZcuWLamsrEwFBQXBiAdAFRUV2traslWrVuzcuTPNzc1pb2/Pbdu2sbi4mJcvX6aVlRUHDhxYph/r16+no6MjtbS0GBYWRjk5OQYEBNDJyYkKCgo0MTFhkyZN6O/vT1lZWWpoaHD79u3CuU9ZFf7Tq6B5xd+OTUhIoIaGBjU0NJiYmEiS9PDw4MGDB4X9fn5+dHR0ZFRUFGNjY2lqasqLFy+ybdu21NbW5tChQzlnzhxaW1tTQUGBADhjxowyz9GqVasYGhrKtLQ0HjlyhEOHDqWTkxPV1dUZEBDA8PBwPnr0iLt376aCggL19PR469YtHjhwgF5eXlRTU6OFhQWXL1/OmjVrCt+le/fu0cfHh9bW1ty7dy9v3rxJXV1dXrlypVL3wZYtW+jt7V1hmYSEBPr6+rJGjRq8efMmP336xAMHDnDEiBGsW7culZSUWLduXY4YMYKLFi2ioaHhd+cPs2fPprS0dKX7VxFycnKopaXFN2/eVKq8RCKhgoJCqW9Ibm4ujx49yrZt21JZWZmKiooUiUTCc9e6dWvu3bu31PutR48eHD58eKl6t2zZQh0dHa5YsYJv377lnDlzaG9vT1tbW86ePZtv376tdB+fPHnCBQsW0NvbmyoqKmzevDmXLFnCDRs2UEtLSyCSW7RowRUrVvD169ckv73XLl68yGHDhtHCwoIWFhYcOnQoL1y48F8zj/kruH37Ns3MzIR3R25uLsPDw2lkZER/f/8KPRUTEhLYvXt36uvrc8WKFSwoKKBYLObHjx8ZHR3NHTt2UFFRkcHBwWzWrBltbGwoLy9PQ0ND1q9fn8HBwZw4cSLXr1/Pc+fO8eXLl6UWS34FMjMz6e/vzyZNmjA1NbXcMm+z0rk89sfkyO/J4ypU4e9GFTFShX97vH79mvb29hw1alSZleZ/R4wZM4bTpk37pXVKJBL6+fkJ7uz/DWjfvj2nTp1aYZnIyEg2bdq03H0zZszgpEmTmJKSwmrVqhEA7e3ty/0ISyQSNmjQgNu3by+zLzc3l4MGDSrl8SAjI0N9fX2ampry5s2bFIvFlEgkfP36NXfv3s3hw4ezfv36VFJSYo0aNdi3b19u2LCBjx8/FlbLV69eTXNzc96/f5/Xrl3jmjVrOGjQIOro6FBOTo5aWlps3Lgxw8LCuHbtWl6/fp1paWlcvXo1PT09K7XClpuby3HjxglGawkpIZFIWFxczCVLllBbW5sLFy4UJmBfvnzh8OHDqa2tzXlzZ1KSOuGniJEXt3tSJPo2ToqKily8eHEp19527dpx165dFfY7Ly+PCQkJ3LdvH9XU1DhixAiOHz+ePXr0YLNmzejg4EANDQ0hBKB+/frs0KEDhwwZwtmzZ7N79+5CeIWnpyfz8vK4Zs0aWltb89OnTz8ct4pw584dOjo6kvy2gj5lyhTq6urSz8+PrVu3pp6eHpctW1ZqJf97SE9Pp46ODuXl5env789q1arx3Llz1NTU5IcPH0iSBw8epIeHh1De3t6eampq7NixY6nV9oyMDDZs2JC+vr60sLCghoYGZWVlqaqqSjk5Odra2rJt27acNGkSlyxZQicnJzZr1ozv37/nsmXLOGjQoHL7+Pr1a27YsIHt2rWjSCSivr4+XVxcaGtrSwA0NTVl9+7duXLlSnbv3p0aGhps2bIlTU1NKS8vTykpKQYEBDA6OvpPTa7fv39PHx8f1qlTh1euXOG8efOoqanJevXqsXfv3vT29qaenh5FIhGlpKRoaGjIFi1acOjQoVy4cCHHjRvHunXrUk9Pj8OHD+f69es5atQoNmzYkEpKSnR0dGTTpk1pZGTEmjVrctSoUbS3t+fixYtL9ePt27d0dHSkhoYGP336xF27dpXyACjx7jlz5gyXL1/Opk2bUk5OjlJSUpSRkWH16tVpZWXFEZtWV4oUWfQwiq8y/u9dFRoayvr163PAgAHCtq1bt9LX15cLFy6ktrY2586dK9x38+bN4+DBg0tdx1GjRlFdXZ0yMjLCz8rKiitXrmROTg6zs7N55swZNm3alHp6eoKhO2/ePN66datccishIYEWFhaCx9zatWupq6sreCLduXOH8fHx7NKlCw0MDLhq1apSz8b58+epq6tbbtjjH1FYWEhLS0teu3atzL6ioiIuXLiQ6urqbNOmDbt06UJLS0tqamqyVatWnDt3Lq9cucKcnJwy/bezs+PEiRPLvFPHjx/PGjVq0N3dXfB6+CsYNmwYJ06cWOnyVlZWvHPnDjds2MD69etTVlaWMjIylJWVpaysLG1sbDhhwgSeO3eOwcHBtLGx4dWrV4Xjz5w5Q3Nz8zIEfXZ2NhcsWEBVVVXKysqyR48ejI6O/steGxkZGTx06BD79etHExMTmpub08DAgPXq1eOmTZsYEhJCPT09Ojg4cMyYMbxy5QqLioookUj46NEjzpo1i25ubtTU1GSXLl24d+9egTD+X0TDhg3LhIbm5eVx5cqVNDExoZ+fnxBOLpFImJyczJs3b3LPnj2cP38+O3bsSB0dHeF+0dXVZd26dRkYGEhra2v269ePp0+f5rNnz34YXvV3oLi4mKNGjaKtrS2fP39ebpn0gjxGJr5k+JMbZd6RBxLi+D67fK+YKlTh70IVMVKF/wikpqayUaNGDAwM/FMu8v9K1KpVi1FRUb+83oSEBGpra/PFixe/vO5/AomJidTW1uazZ8++W+bNmzc0MjIqd9+mTZvo4+NDOTk5ikSiCiekkZGRrF69ukBa5OTkcNGiRaxRo4ag1eHu7s4lS5Zw6tSp1NXVpaOjIw0NDamoqEgtLS22bt2av/32G6Ojo4WJf0FBAW/dusUVK1awc+fONDMzK6UBoq6uTiUlJbq7u7NPnz5s3LgxnZ2d+fbt23InqV++fKGurm4pz46K8OzZM+rp6VFRUZENGzakqakpzczM6OnpyZo1a9LT01O4X3Jzczl//nzq6Ohw0KBBTE5OJvNv/RQpUvJr6mVKAJSSkiqz+rhgwQIOGTLkh33Pzc1lrVq1KvQGy83NZXx8PK9du8a9e/dy6NCh1NPTo56eHuvWrUszMzNhRVVKSoqurq7s1KkThw4dyvnz53Pbtm08f/484+LimJaWVinDoKCggEpKSqWMjezsbK5YsYKWlpasVasWa9euTWtrax44cKDCOpOSkujg4EAAFIlEVFBQYGRkJIODg7l27VqSpI+Pj0DYpaWl0dbWlurq6gwJCSm1ElxcXMyRI0dSJBJRWlqao0ePFjyRCgsLGRsby71797Jly5aUk5Ojvr6+EBZia2vLZs2acd++fYyNjWVhYSHFYjFjY2O5YcMG9u7dmyYmJpSWlqabmxu9vLyooKBABQUF1qxZkyNHjuTJkyeZlZXFiIgI6uvrc9iwYbSxseHcuXOppqZGIyMjIfxm/PjxPH78eCmSsrCwkAkJCbx06RK3bt3KGTNmsHHjxpSVlaWmpiZlZWUpLy9PBQUFNm7cmKNHj+aKFSt47NgxPnr0iOnp6YyKimKvXr2orq7O9u3b8+TJk8IzHRsby4EDBwpeNDExMczPz+ft27e5YsUKdu3alfr6+gLB4uXlxRMnTvDz5888ePAgdXV1OW7cOBobG5P8Rtxu3ry5wntl8uTJdHFxYePGjVm7dm16eHgwoG0bjt+6rkJSZMHty5ywdKFQz/v376murk5NTc1S3mVXrlyhtLQ0PTw8+PLly1Jt16tXr4wuxpYtWwTS1crKigAYFBREW1tbwXhyd3dns2bNGBgYWCGRdffuXfbs2ZPq6urs2bMnZ82aRXl5eSoqKjIoKIhBQUEMCwvj0KFDqaWlxRkzZnzXg27//v00MjLiq1evKhxP8pvXjo+PD0kyKyuL58+fZ2hoKNXU1ASPqV69enHDhg2Mi4ur1GJJSkoK69aty969ewvkz9u3b6mlpcXExET26tWLvr6+f9mT4enTp9TX1/8hafr+/XtOnjyZCgoKlJKSEt4N8vLybNGiBbds2VKujsThw4dpaGjIoUOHMjk5mRYWFoyMjCT5jbi7dOkSe/bsKZCXO3fu5KhRo2hkZFSp0NWfQQnZMXv2bOrp6VFKSoqNGzfm0qVLuW/fPuHZ0NTUZFBQELdv387Pnz8L579mzRr6+vpSRUWFPj4+XLVqleAp9b+C/fv3s2HDhiS/jeeXL194584d7t+/n/PmzaOnpycVFBSorKxMeXl5ITSzQ4cOHD16NFeuXMmTJ09y8+bNdHV1pYuLC8+dO0eSnDt3LkeOHPlPnp6A9evXU09Pr8IwubziIr7O/MrYryl8kZ7KzMJf68FShSpUFlXESBX+Y5CXl8fAwEA2atTou655/zSSkpKooaHxl9zKK8KSJUvo7e39XxOvu3Tp0grPRywWU1lZWXAdTk5OFrb7+voSAFVVVSsULpNIJHRzc+OGDRs4YcIEWltbUyQSUVFRkc2aNeORI0fKTK7z8/O5ZcsW1qhRg8rKyoK3yZAhQ1izZk0qKiqyevXqbNSoERs0aEArKytBF6FEn6F169b08vKilpYWTU1NWbt2berq6vLkyZNlVjVLEBoa+t3QoT8iMjKSysrK1NXVZXx8vCBAqq6uTmlpaSoqKnLWrFnMyclhREQETU1N2b59+9JEVNb2P0WMnD82jAEBAaxTp06ZmOhr167Rzc3th/3v3bs3O3fuXKl7OTExkcHBwTQ1NeWePXtKHXP69GnKy8sTABs0aMAdO3ZwyZIlHD16NLt06UJvb2/a29tTVVWVioqKtLa2poeHBwMDAzl8+HAuWLCAO3bs4IULF/j06VNmZGQI3gt/RHFxMfft28c6derQ2NiYxsbGdHd3/65I9OvXr6mqqip4IqmrqzH20QWePbWBvUICGB//ijo6OszLy2NBQQG9vb05ZMgQ3r59myoqKmzZsiW/fPnC2bNnCxoDEydOZLNmzdipU6dShtzHjx/p5+dHNzc3Pn36lOS3+/jRo0esU6cOW7duzQYNGlBLS4tSUlKCgK6zszP79u3L1q1bC2EXgYGB7Nu3LwsLCxkdHc1Zs2bRy8uLysrKbNiwIevVq0eRSCQQOomJibSzs2O/fv04Z84c+vv709LSkjIyMlRUVKSysjKlpaWpr6/Phg0bsmPHjnRwcKCBgQGXL1/O+fPnU09Pj+PHj6/UymZGRgbXrVvHunXr0sTEhFOmTBFc+NPS0rh48WJaWVmxTp06giBoCQIDA6mkpEQ1NTVqaGgIoXS+vr5cvnw55eTk+OnTJ6qpqf3wOyORSNilSxe2b9+e8+bNo4KCAgcPHsw1a9awRcf2PP3uJRfcvPiNEHkUzflXT7NJ727UNzGmrKwsTU1N2axZMzo7O9Pc3JzNmzfn69evmZaWxiFDhlBfX5/e3t6cNWtWqXY/ffpEdXV1wQAvLCxknz59KCsry/r163PmzJn08fGhSCSiiooKFRUV6efnJwhn1q1bt5RnSgkKCwu5e/duNmjQgKamppw7d24pHZXr169TRkaGIpGI8vLy1NLS4pAhQ4T3ckVYu3YtraysKhRifvfuHbdv304VFRXa29tTWVmZxsbGVFRUrHQ730N2djZ9fX3p7+/PnJwcdu/eXRB7LioqYuvWrdm1a9e/7JXauHFj7tmzp8z2u3fvskePHtTR0RHITZFIRC0tLQ4bNoxXrlypFDGTmprKbt26UV1dnc2aNePLly85ZcoUWlhYsEaNGly0aFEZr7nz58/T2NiYo0aN+uUhE+S37/Ho0aOpr6/Pjh070sjIiFZWVgwLC+O2bdu4cuVKtmnThmpqamzQoAHnzJkj6I5kZmZy//797NatG7W0tOji4sIZM2bwwYMH/zXznBKkpaXx/v37PHToEJcsWcLBgwcL3yRVVVVqaGiwVq1abNu2LUeMGMFly5bx4MGDnDZtGs3NzdmkSRNevny53LolEgn37dtHGxsbNm/enOvWrWO9evX+xWf4fVy8eJF6enrcsGHDP92VKlShQlQRI1X4j0LJB9je3l6YCP87YceOHWzbtu3fVn9xcTHd3Nx+uJL5n4KioiLWrl2bO3ZsJfNvk5kbyfR5336ZG8j826zn7sobN24Ioofnz5+nqek3jwVlZeUKhR7j4+PZokULysjICHoh7du3r5RHj1gsZnx8PCdOnEg5OTlBsLEkE0TDhg3ZqFEjVq9enYqKiqxduzabNGlCHR2dUoayRCLhunXrqK6uzu7du7NOnTpUUlJi7dq1GRoayi1btjAuLo63b9+mvr5+hRk8SupbtGgRlZWVS4WO3L59m87OzvTx8eGQIUOooaEhZK5wcHAoc84PHjzgo6hBf4oYYdbO7/YvNzeXSkpK3yV/yG/ePtWrV/+hRkteXp6gxj958uQy7u4l2WquXLnCCxcuUE1Njaqqqt9dHc3MzOTz5895+fJl7tq1i4sWLeLIkSMZHBxMT09P2traCloeOjo69PT0/KbDMnIkFy1axJ07d/LSpUt89uwZIyMjhawOqqqqDAgIEFbE7927x759+1IikfDVq1e0s9Hnopke/PJyQKlxTEsYxlMHh1MizmGPHj0YEBAg3M+9evWilJQUlZSUqK6uTl9fX8HtPC8vj/7+/mzTpg3z8/N54MAB6uvrc+rUqYI3yNOnT7l582b269dP8P7w9PTkuHHjuHfvXp47d47bt2/n+PHj6e/vTzk5OcrJydHIyIiampqcMWMGjx49ylevXlEsFjMjI4M3b95kjx49KCcnRzU1NQKgkpISVVRUKCMjI2jH9OzZk9OnT+fGjRu5fv16Tps2jZ06daKJiQk1NDSooKDARo0ace/evfTx8WGtWrUqFB2sCA8fPuTQoUOpra3NZs2acc+ePczPz2dxcTGPHTvG5s2bU19fn1OmTOGHDx/o6elJWVlZxsTECF4u7u7unDhxoiDYKScnRw0NDY4ePZoHDhyoMMNGfn4+PTw8OHr0aDZv3pyamppUUFAQsrCEhIRw4+ZNFP9/I6969eqClktJaF6J6GuDBg2ora0tvKtatmzJkJAQ6ujo8Nq1a8KK+8aNGxkYGEiJRMLLly8LYpgKCgp0dHTkkCFDePjwYXp5efH06dN88eIFhw4dSk1NTbZu3ZrOzs5UVFRkhw4deOPGDX769IkzZsygkZERvby8eODAgTLkvkQioYeHB9u3b0+RSESRSEQ9PT1B+LkymDVrFp2dnZmWlsaioiLevXuXy5cvZ1BQEE1MTKirq8u2bduybdu2dHBwoKWlJTt37vzDLByVRWFhIXv06EFnZ2fq6emVEq/Myclho0aNOHz48L9kkO/du5deXl4Ui8Xcs2cPmzRpIui9yMnJUVZWlh4eHly1ahV79uzJJUuW/HQbly5doqKiImVlZamgoMCBAwfy3r17Ffb78+fPbNOmDWvXrl2hl+ZfwebNmwXPgIcPH3L+/Pn09PQUNEgWL17MzZs3c8iQIbS0tKSJiQlDQ0N5/Phx5uTksKioiJcuXeLw4cNpaWlJc3NzDhkyhOfPn/+P0CXJzMzko0ePePToUS5btozDhw9n27ZtWatWLaqrq1NFRYU1atRg69atOXToUC5ZsoQhISFs2bLlD7WrCgsLuWXLFlpbW9PT01PIuFReudWrV1NfX5/S0tI/JRT/d+P58+e0tbXlqFGj/rRAdxWq8Hejihipwn8kVqxYQSMjI96+ffuf7kop9OjRg6tXr/5b27h//z719PR+2WTxn8bTR0f4Ibbfd43w1PgwRh5bKmgelIQlbNiwoVxV/zt37jAoKIhaWlqCXkjTpk2/OxmUSCT8+PHjd4VQ/fz8OGDAAKqpqbFevXrU0NBgz549S4W75Ofnc+zYsdTQ0GDjxo2poaFBGxsb9urVi9OmTaOmpmYpYiIvL48xMTEMDw9n586daWlpKWTZmDx5Mo8fP15qpfb3x3Xv3l0QvUxLS2Nubi7Hjh1LPT09bt++nRKJhPfv3xc0FnR0dASBzffv33Pr1q10cHCglpYWzxwM+nPESHbZlLm/R926db8raHj//n3q6OgwLi7uu8dLJBIePXqUVlZWbNu2LePj48uUefbsGQ0MDHj06FFhW1FRkaCV0b59+z/luSWRSLhmzRq2bNmSFy9e5I4dO7hgwQKOGDGCQUFB9PDwoLW1NRUVFamiokJzc3NhEiotLc06deoIYSnTpk1jXuY9ir+MqXA8098MZ3CgJ1NTU7ljxw7Wq1ePurq6VFJSorS0dLnvlIKCArZu3ZrGxsa0tLTksmXLOHPmTPr5+VFTU5MWFhYMDg7m8uXLqa6uXqFx//XrVyorK3PlypVUVlZmq1at6OLiQj09PUHLpcT7QFpamnXr1uWYMWM4ceJEqqiosEGDBrSzs6OmpiY1NTXp6enJZ8+elZq45+TkcPDgwTQ0NOT48ePp6ekphLE1bNiw3PCbn0FeXh53797Npk2bUkdHh8OGDRMyc/w+zKbkumlra3Pz5s3Mz8/n2rVraWpqylatWtHd3Z0NGjTg8OHDOXv2bPr7+1NHR4cmJibs2LEjFy5cyGvXrpXybElNTaWdnR1r1qzJGjVq0NHRkTVr1uTTp0/p5eXFCxcuCGU7dOhAOTk5gRQcP34869aty3bt2rFt27a0s7MTMjjt27ePM2fOpIaGBqtVq0Y1NTUhPK8kfXWJ98HIkSPLeAr07dtXCNkiv3naLFu2jJqamjQwMBAEbqWlpenj4/NdHRCJRMIRI0ZQTk6OxsbGbN++PdPS0oQ00CNGjPjh9UlPT+epU6dYt25dqqurU1VVlY6OjuzXrx+3bt0qZL358uULu3btSmlp6b9FdF0sFtPMzIwGBgZlwgC/fv1KJycnzps370/V/fXrV06bNk3wBhGJREKoWL9+/Xjq1KlS9828efM4ZsyYStVdXFzMyMhIBgYGUkpKim5ubty5cyd79OhBCwuLUvfY91DybtPR0eGGDRv+Fo+MCxcuUE9PjxEREcK29PR0HjhwgH369KGhoSGtra0Fba25c+fSy8uLqqqqbNmyJVetWsU3b95QIpHw8ePHnD17NuvUqUNNTU0GBwdzz549f0lc+68gOzubsbGxPHHiBFeuXMlRo0axQ4cOdHV1pZaWFpWUlOjg4MCWLVty8ODBXLhwIQ8cOMA7d+58V0z869ev1NDQEDSnfoSioiJu27aNdnZ2bNiwIc+cOVNuvVlZWTQyMqKamhrDwsL+krfVr0Rqaiq9vb3p7+//3aw6VajCP4kqYqQK/7E4cuQIdXR0yqRs/acgkUhoaGhYqTjqv4qxY8eyc+fOf3s7fzsKHpKpI35oiBenDGWHgP8jRkxMTCiRSKiiosL09HSePn1aiFcWiUS0tLTk6NGjuXHjRrq4uAgTh69fvwpCqIMHD6aXlxe1tbWpra1drhDq7/HgwQPq6uryxIkTnDt3Lo2MjNikSROeOHGCa9asoampqXDtxWKxEH9dolFiYGDAjh07Mjw8nHfv3i21YhIREcGaNWvy6NGjnDx5Mps3b051dXVhxXTp0qU8duwY3dzcaGBgQF9fX+bk5PDKlSu0tbVlYGAgk5OT+fbtW/bo0YP6+vqCCOKBAwdoZGREAwMDSklJCYSRlJQUJ46o++eIkfyKU0cPGzaM8+fPL7M9LS2NVlZW3L1793ePjYuLo4+PD6tXr/5dz4/379/T3Nz8u55TZ86coaqqKtXV1Xnp0qUK+1oeYmNjaW1tXWEZiUTC9PR0xsXF8fz581y+fDkbNGggCOECYIO6hsz/GFapMc18N5Ruta3YrFkzTp8+nS4uLlRQUGBISAgbN24shE1IJBI+f/6c48ePF7IDiUQi1q9fn2PGjOGhQ4dKGciZmZlUVFTk+/fvGR0dzd27d3P+/PkcOHAg/fz86ODgIKQGlpWVZZ06dThkyBAuXryYBw4c4O3btxkfH899+/YJqX6bN29OIyMjqqio0NnZmcrKyvT39+f27ds5b948QffGxMSEPXv25LRp02hlZcWuXbvy1q1bQghaSejSmTNnOHXqVDZt2pSqqqp0cHAoYzD/DOLj4zl58mQh1GnDhg3MzMzky5cvBZLHycmJERERQmhBfn4+V6xYQSUlJUpJSZWKhy/x/NmxYwfDwsIEry9XV1cOHjyY27dv5/nz5yktLU0DAwMWFBRw3bp11NHRoba2dqlvwpAhQ6iurk7ym5GgoaEhpAaeNm1amVCH9+/fs1u3brSysqKZmRn19PQELRgpKSkqKioKWSfMzc3p4+PDsLAwLl++nCEhIQwNDS0VHpKfn8+WLVtSW1tb0C/w9/enk5MTq1evzk2bNpXqw8WLF+nq6kpZWVmGhobSxMSklGG6ceNGysnJ0dTUVCCfJRIJ4+PjuW3bNg4YMIA1atSgiooKGzduzIkTJ9LLy4stWrQoRVxKJBLu2LGD+vr6HD58OOfPn8927dr91HWvDE6cOMHq1atz4cKFNDExKZPW9sOHD7SwsOCmTZt+WJdEIuGdO3fYs2dP6urqEoBAipSIXj99+vS79+/WrVvZrVu3Ctt48uQJx4wZQ0NDQ9apU4cBAQFlwk9PnjwpeF9UxtiMjY2ls7MzO3To8LeEJcfGxtLS0pJTp04tc+4SiYQPHjzgvHnz6OHhQVVVVfr5+fG3335jeHg4u3fvTh0dHTo5OXH8+PG8du0ai4qK+OHDB65du5Z+fn6CaPDKlSv57t27X9bv3NxcwRtwzZo1HDt2LAMDA1m3bl3q6upSQUGB9vb2bNGiBUNDQzl//nwh+1JycvKfJpoGDx7MSZMm/dQxxcXF3LVrF6tXr053d3eePHmyTPtDhgzhtGnTOGzYMGppaXH69On/FmREYWEh+/XrJ+itVaEK/06oIkaq8B+NGzdu0MDAoNSq2D+Fx48f08rK6l/SVk5ODq2srHjy5Ml/SXt/C8RpZGrFK+m//2W9HUhT4//TawgLC6OCggJlZWUpJSVFR0dHzps3j1lZWczJyeHNmzdpbGzMdu3a0dfXl8bGxlRRURGEUJcuXcrz588zKSmp0hOaM2fOUF9fn8+ePWNBQQF37NhBMzMzysjIcPr06aVCPTIyMlijRg0uWLCAEomECQkJ3L59O/v378/q1atTTU2NPj4+nDx5MrW0tMrEDpeEQ2zZsoXt27enrKysEJPet29fIbPEoUOHmJaWxrFjx1JLS4tTpkwRQi7ev3/PCRMmUFtbm7a2tlRRUREm8ABoYqTC4pQhP0mMjCUlFQsg7927lwEBAWXOJyAg4LvCrOnp6Rw5ciR1dHS4dOnS77pOp6am0sHBgQsWLKiwDyUeFSKRiEFBQT/lPVJcXExVVdWfNhoKCwtpYGDw/41vMDa620+N7fHdbYVQihKjdf78+axWrRptbGzYuHFjampqCnop/fv3Z3R0NLt27cq6devy1KlTjIiI4MyZM9m7d282bdqUpqamQthDnTp12LFjR44aNUoQNn348CHDwsJoY2Pz3dXrpKQkWltbl0kF/fXrV16/fp1z586lpqam4D1T4tlgbGzMatWqCS7/JcZFv379vju2fwyxMDY2pr6+Ptu1a8fFixfzxo0blcoIVFLXiRMn2LZtW6qoqFBJSYmysrLs1asXjx8/Th8fn1JhNiTZpUsXamho0MDAgJ06dfquK3pubi6joqK4ePFidurUiUZGRoJhPGjQIJ47d47Xrl0jAAYHBwsGSYl3F0kOGDBA0Akq0YX58uULDxw4wIEDB9Le3p5aWlr09/engoICb9y4wf3791NfX58KCgr08fERPE+Kior46tUrnjx5kkuXLmVoaCgdHByoqKhIRUVF2tvbs1q1alRSUqKWlhZbtWrFlJQUwZtGXV2dTZs2Zb169QSBz6ZNm9LKyoodOnRgu3btaG1tzWPHjpUZi0+fPrF69eoUiUS0s7OjgYEBjYyM2KlTJ4aHh/PWrVulnueCggL6+vqyZ8+ewruxRYsWdHZ2FtKU5uTkUF9fn48eParUta4MioqK6ODgIJzDzp07qaenVyrTC/nN5f+P3mglyMrK4o4dO+jl5SVoG5VoOrVv354HDhzgkydPqKWl9cNMN2fOnGGTJk3KbP/8+TOXL19OV1dXGhkZcdy4cYyNjeWLFy+ora1dbhhxWloae/fuTXNz80oJrebl5XH48OE0NTX9rm7FX0FSUhLr1q3Lrl27VqhrkpaWxv3797NXr140NDSkra0thwwZwiVLlnDs2LGsWbMmtbS02KVLF+7cuZOpqanMzMzkgQMH2L17d2ppabF27dqcPn0679+/X+G3PD8/ny9fvuTZs2e5fv16TpgwgcHBwaxfvz4NDAwoJydHGxsbNmvWTNBL2rVrF6Ojo/nx48e/LSvi8+fPqaur+6cyxxQXF3Pv3r10cnKim5sbjx07JozBrl27BHIxPj6eXbt2FTJH/dOhSRKJhEuWLKGRkZGQIr4KVfh3QBUxUoX/eLx8+VJIa/dPpvNdvHhxuYJ2fxfOnj1bbqq+/xjkHPlpT4VFMz0Eo75EeLVHjx7ctWsXp0yZwrZt29LGxoYKCgo0NTUVUlweP36cCQkJv+T+2Lx5My0tLZmUlMQNGzbQxMSEO3fuZJs2baijo8MJEyYIE/0BAwZ8d6L2+fNnHjlyhK6urkLYRP369Tl27FgeO3ZMMBx37dpFLS0tmpmZMSwsjL/99hs1NDRoYWFBY2NjwdhzcXHh9u3b+eXLF969e5fdunWjpqYmhwwZwtjYWB48eJCWlpaCt0jJhP5RzMSfuw45Pybj3r17R11d3VLnPn/+fNarV6+MUSsWi7l582YaGBiwT58+Fbr8Zmdns379+hw9evQP+1CCkydPUllZmZqamuWmAf0ePD09y2T9+BHS09MFMc2eXev99P0t/jyUluZqpa6RjIwMNTQ0hDSeJftKxPqUlZUpJSVFOTk5Kigo0Nvbm4MHD+bKlSt5+vRprlmzhs2bN6+w38bGxnR2di6XPMrMzKSrq+sPU2unpKTQzc2NAwYMYFJSEjdu3EhFRUVB96JE5NTExIQmJiaUk5Ojvb09hw4dynPnzn3XKJBIJHzz5g137tzJQYMGsWbNmlRWVqanpycnTJjAEydOVKjLU1xczBkzZlBHR4e+vr6Ulpamnp4eFy9ezJSUFMbFxXHQoEHU1NRk586dWbNmTTo7OzM7O5u//fYb9fT02KVLl++mmyzpY7t27WhkZMTAwECqqKiwbt26QpiKvb099fT0uGfPHg4bNozq6uocMmQIRSIRlZWVuWLFCo4cOZK1atUSVtAXLVrEe/fuCe+swMBAzp49W7gXpk+f/kNC9/r163RwcGC7du2EVfawsDDa2dnR1NSUampq1NbWZoMGDRgcHMyWLVtSS0tLSPOqqKgoZKbp378/g4ODSX4jb44fP87x48fTw8ODysrKrFWrlhAeZWxsXOF4kd+e5Xr16glee/PmzStjrP32228MCgqqsJ6fwfr169m4ceNS43b27Fnq6ury8OHDpcr+Xr8oLi6OU6ZMEYS7SzIbmZiYcNy4cbx7926Zb0vr1q25cePGCvvz+PFjVq9eneQ3sujw4cNs27Yt1dXV2aVLF545c0bwLJRIJGzcuHGZNNN/xOnTp2lqasp+/fpVKuTk1KlTNDQ05KRJk365sZyTk8MOHTrQw8ODX758+WH5kjDQOXPmsFGjRkJ4zcyZMzlr1iy2bt2aqqqqbNSoEefPn8/Hjx+zsLCQly9f5ogRI2hlZUUjIyO2bduWo0aN4oQJE9itWzc2atSIxsbGlJOTo6WlJb29vdm7d2/OnDmT27dv57Vr15iYmPiP6l60atXqLwmTisViHjhwQBCAP3ToEF+/fk19ff1S9/u9e/fYokUL2tjYcO/evf/onJkkjx07Rh0dnQq9SKtQhX8lqoiRKvxX4PPnz6xfvz67dOnyt6iuVwYtWrTgwYMH/6Vt9ujRo1RKz/8YSMTk10k/bTh+ftGfIhEE47Ak00X79u05depU7tu3j3FxcczNzaWdnd0vT1FYgmnTptHCwoImJial0ie/fPmSYWFhlJeXp6Gh4Q9XQmJjY6mjo8OkpCRmZ2fzwoULnDFjBps1a0YVFRXq6OgIRv2QIUPYrVs3WlhY8MyZM9y9ezctLS3ZrFkzLlu2jGPHjhXSD8vIyNDFxYUjRoxgcHAwtbW1qaOjQ2traz579ozz5s0jAOro6NDCwpCf48dXavwvH+/MO7crt7pjbGwshBBcunSJ+vr6Zdyeb9y4wTp16rBevXo/1AsqLCykn58fQ0JCftplOS8vj35+fhSJROzWrVulJoOjRo3i7Nmzf6qdo0ePskePHt/OJXvPnwpTGh5auxT5p6+vT1lZWWpoaBAAbW1tOXr0aM6cOZPz58/n/PnzOX36dA4cOJBWVlZUVlamkZERZWVlqa2tTSMjI5qamrJXr16cNGkSV65cyUOHDvHGjRt89+4dDxw4QJFIVO4qdEFBAX18fNivX79KjXlmZiYbN27MWrVqUUdHh+Hh4axevTplZWW5Zs0afvr0iRcuXOCyZcvYp08fOjk5UUFBgTIyMpSWlqaJiQkDAgK4du3aCgmykvCbKVOmsEmTJoJeRf/+/RkREcFXr15RIpEwMTGRXl5ebNy4Md+/f88tW7bQ2NiYs2fPZo8ePaiurs6OHTvy9OnTTE1N5cKFC4XUqSVhNpmZmZw9ezZ1dHQYEhJSrt7Nvn37WL16dbq6fhOK/u233+js7MyjR4+yVq1aXLVqFT08PCgtLS1cVyUlJSGEqSTzTFRU1HeN00WLFgmpqX9kcOfm5nLTpk0CIRUeHl7KSO7fvz/XrFlDiUTCpKQkXrlyhUuWLBFCZkoyKZWEV5UQAXXr1hUyaDRv3pzTpk3j2bNnBQ818tu3uHbt2t9C9SpIoX7v3j2B5Bo7dmy5ZbKyskp50/wVZGVl0dDQkHfu3Cmz786dOzQ0NOS6detIfiNtjh07Ri8vL+HcRSIRZWRkWK9ePW7YsKFcDajf4+TJk3R1da2wzOfPn6mqqsohQ4ZQV1eXHh4e3LhxY6nxLMHGjRvp5uZWKc+3jIwM9u/fn6ampkI634qQlJREX19furu7//JQYLFYzDFjxtDOzq5Myukf4evXr9y7dy979uxJAwMD2tnZsUePHuzTpw+9vLyorq4uvO90dXUpKytLAwMDWlhYUEdHhwoKCnR3d+eUKVP46NGjvy1b4K/AuXPn6Ojo+Jd1X8RiMY8cOUIXFxc6OztTU1Oz3HE/f/48XV1d6ebmVil9mr8TDx8+pLm5eaXI3ipU4e9GFTFShf8a5Obmsl27dmzcuDHT/qAP8XcjLy+Pqqqq//J2P3/+TH19fcH9+D8GxV/+nLZF6jBamH1bUZeVleWYMWM4c+bMMtVv3bqVHh4ef9tHduPGjVRSUqK3t3eZVab58+fTycmJs2bNoqmpKT09PXn48OEy5SQSCZs2bcrw8PAy9WdkZNDf35/VqlWjsrIyLSwsBC8Bb29vmpub09HRkRcuXGBWVhZXrFhBGxsb1qlTh+vWreOECRNobm5OZWVlamlpCaEUgwcP5q5du/jq1StevHiRo0ePprq6OqtXs+S5w90r9GQQZ+3liuVL2b59+0qNUadOnbht2zZ++PCBhoaGpUiqT58+MSQkhEZGRty2bdsPiQqxWMyuXbvS39//L01ujxw5QiUlJWpra/+QtNqzZw/btGnzU/UvWrSI0tLSVFJSYvTprn/q/l4f7iMYYkpKSjxx4gQbNWpET09Pnj17lnp6et/VTZFIJBw1ahRr1arF5ORkJicns0ePHuzZsyc3bNjAmTNnMjQ0lAEBAYJeTYkBXLNmTfr5+bF3796cPHkyV65cSU9PT3p4eDAhIaFSq8nv3r2jt7c3tbS0WKNGDdra2rJDhw7s3LkzGzRoUO4KtkQi4fv373no0CH26dOHjo6OVFRUJADKy8vTzs6O3bp147p16xgdHV1uHUVFRbxz5w6XLVvGwMBAGhsbU0NDg/Ly8vTz82N0dDQLCws5bdo0amtrC7oSaWlpXL16NV1dXWlmZsauXbuydu3aVFRUpI+PD/X09Dh58mS+f/+e6enpwvF9+/blmzdvSH57BxsYGDAmJobOzs6CO3+JtkZQUBCjo6M5btw4gdz6/a8kXWeXLl24fPly3rp1q5RXlUQi4eLFi6mgoEApKSmamZl9d/zfvn3LcePGUUdHh35+fjxx4gTl5OTKeOP06tVLIFeys7M5e/Zsamtrc/DgwXzz5g2vXbvGOXPmsFq1akI/S8grWVlZysvL09nZmZ06deKkSZO4bds23rhxo9T3b8WKFZSRkaGVlVUp0i0nJ4ejR4+mnp4et2zZwsTExAr1gmbPnv1DHY7KYNq0aezatWu5+yQSCU+fPi1oQZUIKZekdVdQUOCOHTt+OhzPwsKi3G/zx48fuWDBAjo4OBAAJ06cWC7hVoJPnz5RV1e3wrT05eHcuXM0Nzdnr169fjg3EYvFDA8Pp46ODrdt2/ZT7VQGa9eupb6+Pq9fv15hHxITE3nt2jVu375dCAls0qQJLSwsKCMjI2QBk5WVpY2NDVu1asWgoCC6ublRRUWF/v7+XLt2LRMTE/nx40euW7eOLVu2pKqqKps1a8YVK1b8W+paSCQSOjo6/rLFHIlEwuPHj1NTU5MmJibcs2dPmTmIWCzm3r17aW1tzRYtWnxXfPlfgU+fPtHd3Z3BwcF/KqSoClX4VRCRJKpQhf8SiMVijBw5EhcuXMCpU6dgZmb2L2n3woULmDJlCqKjo/8l7f0eO3bswKJFi3D79m3Iysr+y9v/UxAnARnz/9Shw6clYeOWE5BIJFi0aBEePXqEtWvXCvuLiopQrVo1bN68GV5eXr+qxwI2b96MadOm4fTp0xg+fDjs7OywcuVKiEQi7Nu3D6NGjUJMTAxMTExQVFSEQ4cOYcmSJUhNTcWwYcPQq1cvqKio4ODBg5g+fTru378PGRkZof74+HgEBATAxsYG169fh42NDTIzMzFx4kRs2rQJsbGxcHBwwJs3b/D582cUFxfDzs4OzZo1w6dPn3DmzBm0aNECvXv3RkFBAfr27YvJkyejZs2auHHjBm7evImbN2+iqKgI7u7usLS0xOXLl/HlyxeYm8jjt5nt0NDdCNKiQkBKGZSxRmC3JWjfqR8CAgJgZWWFy5cvo3r16hWO09KlS/H8+XPExsbCx8cHU6ZMQWFhIZYvX4758+ejT58+mDx5MlRVVSushyRGjBiBu3fv4syZM1BSUvpL1y8vLw8BAQG4cOECevbsiY0bN0JKSqpMudevX8PT0xPv378X+pGZmYnPnz/j8+fPSElJEf5f8vfDhw8RFxcHiUSCswfboXnjP/H+kfdAprg5oqKiEBISguLiYkycOBEjRoyAtLQ0Ll68iODg4O9eA5KYMmUKjhw5ggsXLmDIkCFo3749OnfuXKpcUVERvLy8ICsrC1dXV3Tr1g0fP37Ep0+f8PHjRxw6dAiJiYmwsLBAUlISPn/+DG1tbRgZGcHQ0BBGRkbCz9DQEA8ePMCyZcswcOBAfPnyBdu3b4eJiQliYmKgoaGB4cOHIyoqCmfOnIGOjs4PhyEpKQkHDhzAiRMncOvWLeTl5UFJSQk5OTnQ0tKCs7MzHB0d4eTkBEdHRzg4OEBFRQX5+fkYPXo0jhw5gr59+yIlJQVRUVF4/fo1lJSU8OXLF+zfvx/e3t7Q1NQU2rt//z66dOmCd+/eobCwEOvXr4erqyvWr1+PXbt2wcfHB0OHDoW9vT2WLl2KNWvWICgoCJ8+fYKVlRUWL16MatWq4eDBgygqKsK5c+cwffp05Ofnw8jICKmpqTAyMkJ8fLzQpkgkQl5eHl6/fo0bN24Iv1evXqFWrVpwdXXF7du38eDBAzRq1Ag5OTkoLCzEnTt3Sl3vy5cvY8WKFbh8+TJ69OiBwYMHw9bWFgBgZ2eHY8eOoVq1asIx3bt3h7e3N4qKijBt2jTY2NjA3t4ecXFxePToERwcHFC/fn0cOXIEtWvXRm5uLry9vbF69WrhGigrK8PHxwdaWlp49eoVXrx4gefPn0NRURH29vaws7ODsbExtm3bhsTEREyYMAFeXl4IDQ2Fu7s7wsPDoaenBwB48eIFvLy8sHbtWrRp06bUfZCRkQFra2vcuHEDNjY2P7xvysPHjx9Ro0YN3Lt3D+bm5gCAnJwcXLx4EcePH8fBgweRnZ2N4uJiSCQSqKqqYtCgQRg0aBDMzMywcuVKLF++HNevXxf6XBnMnz8fL168wObNm5GXl4ejR48iIiICN27cQPv27RESEoIePXrg4sWLsLKy+m49gYGBsLa2xrx583763LOysjBu3DgcP34ca9euRatWrSos//DhQwQHB8PFxQWrVq2Curr6T7f5PZw+fRrdunXD0KFDYWtri4SEBLx58wZv3rxBQkICEhMToampCQsLC1haWpb618LCAmZmZpCXlwcAfP36FefOnUNkZCQiIyOhqakpPNOvX7/GuXPnYGpqilatWsHf3x8ODg64cOECjh49ipMnT8LU1BRt2rRBmzZtUKtWLYhEol92nn8WGzZswNGjR3HixIlfVufixYuF73t6ejomT56MoKCgUnOOwsJCbNy4EbNmzULTpk0xa9YsWFpa/rI+VBZ5eXno3bs3EhIScOTIERgYGPzL+1CFKlR5jFThvxJLliyhsbHxv4wBHzt27A9j8P8uSCQStmjRotwsIP+2EGf9aY8RirNYXFzMhIQEHjt2jK1atSpV9fr169m0adO/pdubN2+miYmJED+fnp7OGjVqcOHChbx+/Tp1dHTKveckEgmjoqLYsWNHamtrc/jw4TQ2Ni6z8n/+/Hnq6ekxNDRUyKoydOhQIevB0qVLef36dQYHB1NTU5OBgYFs0aIFVVRUqKioSHl5eTZq1IiTJ09mSEgIDQ0NS6UJ/j0SExN54MABjhkzhp6enlRQUKC0tLTQ7sKFC4WV69OnT9PR0ZFisZizZ89mSEjID8cqJiaGurq69PPzo1gs5qlTp2hnZ8dWrVr9UH/g95g7dy5r1Kjxy72x9u3bRwUFBWppaXHTpk08cuQIN2zYwDlz5nD48OHs0qULZWVl6ejoKMSnq6io0NLSku7u7vT392evXr04btw4Llq0iFu3bmW/fv2EcInVi5r8qftbknuZKSkpbNeuHZWUlEqlvSzB1q1bBZ2b72HmzJm0t7dnzZo1GRMTU2b/iBEj6O/vz3r16vH8+fOl9i1evJjVq1cvJZBakhni9u3bPHbsGNeuXcupU6eyW7duNDAwoIKCghCCoaioSGdnZ1pZWVFTU5OjRo3iunXr2LFjR1pbW/Phw4c/Hc8fHx/P9evXMzAwUFjZr1u3Lj08POjk5ERFRUUaGRlRVVWV9vb2XL16Ne/cucOcnByS355Ve3t7KikpsUmTJlRRUaGTkxMHDBjAbdu28dmzZ9TW1uaLFy9oYWFBV1dX6unpceTIkbxx4wbDw8NpbW1NFxcXbt26lYmJiWzfvj1FIhE7d+7MefPmCdll7OzsGBoaShcXF8rKytLMzIyPHj3io0ePhPtDVVuL+hZmnDJjeilPhLi4OPr6+nLr1q3U0dERPJBKsgDJy8vz3LlzTElJ4dq1a4VsMqtWrSo340Tz5s2FcIqSbFlWVlaCKKuKigr9/Pw4e/ZsXrp0SRAMXblyJevWrUsdHR0hBK6wsJB79+5lgwYNqKurSysrK5qYmHDp0qXMysoSUp9funSJ69at48iRI+nv7y8ICgNgjRo1OGzYMK5evZrnz59nYmKikN2lRNPjj5g6dSp79+79U/fL79G3b1+OGTOGT58+5ZIlS+jl5SUIAgOgnJwcGzRowA0bNjA5OZlNmzZl+/btmZf3fyLTU6ZMoaur609l9UhKSqKKigp79OhBTU1NNm/enDt27BDuSZKsV69ehV4UR48epY2NzV9eRb9w4QItLS0ZEhJSoSYP+c2rJzQ0lJaWloyOjq50GxKJhMnJybx58yb37t3L+fPnMzQ0lL6+vrS3t6eCggI1NTUpJydHJycnjhkzhmvWrGFkZCSfPn36p89RLBbzzp07nDVrFhs0aEBVVVW2atWKI0eOZGhoKGvUqEEdHR1269aNe/bs4efPn3nlyhWOHDmS1tbWNDU15eDBg3n27NlKCzv/HcjNzaWurm6p8Ny/ipiYGNaqVYsSiYTnzp1jo0aNaGtry61bt5bxgMrKyuKMGTOora3NYcOG/TBc7O+ARCLh9OnTaW5uzocPH/7L269CFaqIkSr812Lfvn3U1dXl6dOn//a2atWqVeHk5u/G69evqa2t/dMxvP8o0hf8tNH46Fp3ent7c9WqVfz06ZMQp16C/Px8mpmZ/dRkrrIo0Sf4o1GfmJhIAwMDqqurc9GiRWzWrFmFoSGvX7+mu7s75eTkGBQUxJs3b1IikXDFihXU19dnaGiooI7ft29famlpccyYMdy+fTsbNWpEExMTBgcHs1GjRtTR0eGwYcMEF+v09HQeOHCAdnZ2QuYSV1dXDhs2jAcOHKjQkC4qKuK1a9fYtGlTysrKCu7kbm5uwgRyzZo1/Pr1K7W0tJiQkFDheO3Zs4cikYiXLl2iv78/bW1teeLEicoPOL+RXJaWlvz48eMPy0okEqalpfHFixeMiori4cOHuX79es6ZM4fDhg1jly5d2Lx5c9aqVYtGRkaUk5OjsrKyYByZmZmxZ8+eAtGxbds2urq6cvHixXz37l0pI+n3yM3N5ZYtW+jq6koTE5P/y0KSev+n7++ilCGs62ZPdXV1jho1ij4+Pt8ds6lTp7Ju3bqljKw/4rfffqOUlFQZ/Zb9+/fTwsKC7969o5KSUqk6du7cSRMTk0q5m588eZJGRkYcOHAgu3btSgsLC546dYrv37/nrVu3ePjwYQYEBFBDQ4OdOnWin5+fEKogIyNDIyMjurm5MSAggKGhoZwxYwY3bNjAkydP8v79+0xOTi73WRKLxXz48CGXLFnCVq1aUVVVlSYmJlRQUGDLli05efJkdu7cmTVq1KCCggKtra0ZEBBAZWVl2tjY8MGDB8zMzOTt27cZHh7OTp06UUtLi7KysuzQoQOdnZ05e/ZsxsXFccKECTQ0NBQM5wMHDtDT05MqKiqCMG5J2mQ5OTmePXuWubm5nDRpEmVkZNi+fXsaGxtz3759PHzqBIOnjOOU80e5+HEMFz+O4aKHUZx4ZDevvXpGsUTCDh06UEpKijIyMlRWVubRo0cpkUh48eJFqqur09DQkOrq6gQgpE+OiIjgixcvyoQOZmdns1WrVmzdujX9/PyorKxMeXl5ysrKsmXLlnz8+HG54/vlyxfq6OiwZs2aXL16dbnX/s6dO+zRo4dAFmpoaHDChAmlUkVLJBJu376d+vr67NOnD62trSklJcUWLVqwX79+9PT0pIGBgSDe2rhxYyopKXH27Nm8deuWEDaVmppaqXfOH5Gdnc2VK1dSUVGR+vr6QlgMAGpqarJDhw68cuVKmXHLz89nUFAQPT09BUJWIpGwf//+bNq06Q91zN68ecOZM2fSxsaGampq9Pf3Z2JiYrll27Vrx/3795e7LyMjgyYmJqVSR/8VZGVlMSwsjEZGRuVm3PkjDh8+TD09Pc6cOZPFxcWUSCRMTU3lnTt3eODAAS5cuJCDBw9mq1at6ODgIGQ8cnFxYYcOHThq1CiuXLmSJ06c4JMnTwTS7cOHD3RxcWGvXr3+FiIiNTWVu3fvZo8ePainp8dq1aqxb9++HDp0KFu0aEFVVVV6eXlxwYIFjI2N5ZMnTzh37lzWq1ePGhoaDAoK4q5du/7lodEkOXHiRIaFhf2y+vLz86mkpCQQeiXvksaNG9PKyoqbNm0qEyaZnJzMIUOGUFtbm7NmzfphdqW/A7t376auri6PHz/+L2+7Cv/bqAqlqcJ/Na5fv46OHTti7ty56N2799/SRnJyMuzt7fH58+d/NJRl0aJFOH36NM6dO/dv4Rb6Q+RHA7n7fuqQQtm2OHUhHQcOHMDJkydhb2+PJ0+e4NmzZzAxMcHq1atx4sQJnDp16pd2NSIiApMmTcKFCxdgb29fal9qaipcXFyQnJwsbIuJiUHt2rVRIC5GemEBCEJdVh6KMrJ4/fo16tSpg7Zt2+LBgwdITU1Ffn4+5OTkYG9vj4sXL8LLywuxsbFo1qwZbG1tsW3bNigpKcHAwAD37t1D/fr10bt3b/j7+wuuxcA3l/S2bdvCw8MDy5cvBwDcuXMH165dw7Vr1xAdHQ1dXV14eHjAw8MDjRo1grW1dZn75fHjxxg4cCBev36NzMxM1K9fH+np6Xjw4AF0dHSgqqoKbW1tzJkzB3Xq1CkTDvPixQs0aNAAUlJSKCgowKRJkzBs2LBSff0RDh48iLCwMEREREBZWfm74Su//1tBQQF6enrQ1dUVfr//+4/7FBQUAAC7d+9G7969oa6ujrNnz8LZ2RkAMHnyZIhEIsyaNatM/968eYM1a9Zg8+bNqFOnDsLCwtCiRQskJSXB2NgYIIHMJYA4sdLnfPjUOwwYeR1mZmZISkqCrq4uBg4ciP79+5cpSxI9evRATk4O9u/fD2lp6TJlcnJyoKmpCSMjI8Fd/8WLF2jYsCEiIyORnp6OadOmISoqCgBw7tw5dO3aFRcvXoSTk9N3+5mdnY3Ro0cjMjISvXv3xrp16xAYGIjZs2dDRUWlTPm1a9di1qxZiIyMhLOzM8LDwxEeHo7t27dDTk4OHz9+LBXG8/u/MzIyoK+vXyps5/dhPMrKyli0aBGePHmCli1b4vHjx7hz5w5q166Npk2bwsvLC1paWnj27BmCg4Nhbm4ORUVFvH79Gubm5kIoTnR0NCwtLdGoUSOEh4cjKSkJ2dnZcHNzg7OzMz58+ICbN2/i48ePkJOTg5qaGqSlpZGTk4MWLVqga9euCAoKgqysLGRlZdGwYUOcOnUKOjo6OHToEEbPn4P208dDWl7uu+MqnZWLaW2CkPH5CwCgdu3auHfvHkhi4MCBOHXqFNLS0qCpqYmzZ88iLS0NN27cQExMDG7evInMzExYWlpCXl4eX79+xYcPH6CtrQ01NTXIycnhy5cvmDdvHnbt2oX+/fsjICCg3H4MGjQIT548AQBcvny53FCzEiQnJ2PdunVYsWIF5OXlkZGRgaCgIHTu3BkLFy5EcnIyNmzYgDp16gAAFi5ciAkTJsDGxgbnz5+HiYkJMjIy8PLlSzx//hxHjhzBiRMnYGVlhbdv30JFRQV2dnbIzMyEgoICJk6cCDs7O1hZWUFOrvRYksTz588RGRmJkydP4vr16yguLga/LQLC3Nwcbdq0wciRI38YZiuRSDBixAhcunQJp0+fhpGREcRiMQIDAyEtLY3du3eXeuays7Nx4MABRERE4PHjxwgKCkJISAjy8/MxYMAAxMXFlftdDgsLg52dHYYOHVpm3+DBg1FYWIgNGzZU2NefxZUrV9CnTx/Uq1cPy5Ytg7a2trAvPT29VHjLkydPcOzYMeTm5kIkEkFaWhqWlpalQlx+/381NbVK9SEnJwddunRBdnY2Dh48CA0NjV96jiWQSCS4d+8eIiMjcerUKcTFxcHDwwPm5ubIyMjA1atXISMjA39/f7Rq1Qr29vY4d+4cjh07hitXrqBu3bpo06YNAgIChDCsvxMfPnyAk5MTEhISftmYNGrUCDNnzkSTJk1Kbb969SpmzpyJ+Ph4TJgwAT179iz1TMXHx2PKlCm4fPkypkyZgr59+/5L57glIWejR4/GiBEj/jPmtVX4j0cVMVKF/3o8f/4cfn5+6N69O6ZPn/7LX667du3C/v37cfjw4V9a78+iuLgY7u7uGDp0KEJCQv7RvlQKFP9/w/FDpYo/jP0Cx3obISP7zZgtKCjAmTNn0K5dO6irq8PW1hbPnz/H9u3b0bp161/WzYpIkfz8fDRv3hzS0tK4ceMGCgoKICcnh9mrV8C2mRcSstLw+xessZIqzm7YCmNZRSxatAhisRhycnKwsLDAixcvUFhYCHV1dTg6OsLGxgbHjh2DmZkZMjIyICcnh969e6N79+7fDO8/4MSJE+jduzdmz55driENfJskPnnyBNeuXcP169dx7do1iMVigSTx8PCAs7MzpKWlQRI7d+7EyJEjoaioCDk5OUgkEowfPx4SiQTDhg2Ds7Mz4uLiYGlpCXd3d7i7u8PZ2RkdOnRATk4OjIyM0Lp1a8yfPx8kkZ6e/kOCIyUlBe/fv8fXr1+hrKwMAwODSpEdOjo6AtHxZ5CdnQ1fX19ER0dj8ODBWLZsGY4fP441a9bg9OnTwvidP38eK1euRHR0NEJCQjBw4MDvax8UfwQylwEo+GH77z/moNewR7j34JVAOAUHB+PDhw8YOHAghg0bBlNT01LHFBQUoEWLFnB1dcXixYvL1Pn06VO0bdsWI0aMwNy5c3H8+HF0794dgwYNQmhoKKZMmQKxWIy5c+fi3r178PX1xYEDB+Dp6fndfkZHR6NHjx5wcXFBXl4e4uPjsWnTJtSvX7/C89u7dy+GDh2KQ4cOoWHDhli/fj1mzZqFM2fOwMHB4bvHFRQUICkpqVziJC4uDg8ePICUlBRIwsDAAEZGRtDT0xPut3fv3iElJQUODg54/PgxBgwYgPDwcBQXF+PFixeIjY3Fo0ePsGjRIhgbG+Pjx4+CroKpqSnevXuHjIwMqKqqIisrC0ZGRpCTk8OrV69gaWmJvn37giQ2bNiAhIQEqKurw93dHVeuXEFBQQHk5eURHBaKGiFBQCW+PR9fvMKKbv1RmJcHAOjZsydiYmLw/v179OzZE7NmzYKdnR2ioqKQk5OD6OhoREVFISoqCtnZ2bC2toaSkhLS09Px/PlziEQiFBQUoFOnThgzZgxq1aqFVq1aYdiwYfDz8yvT/sOHD9G0aVOQRHR0dJl33vdQWFiI/fv3Y+HChXjx4gXy8vJgb2+PtWvXwsvLq9R39/3792jevDlevnyJ2bNnY/z48aXqWr9+PX777Tdcu3YNJPHixQvcuXMHU6ZMQcOGDfHu3TskJibC1NQUNjY2kJeXR3p6OuLi4pCbmwsZGRlkZmZCSkoK0tLSmDt3LgYOHPjT+kQk8dtvv2Ht2rU4ffo0qlWrhvz8fPj5+cHBwQHLly/H5cuXERERgWPHjsHT0xMhISGlCGuSqFGjBlasWAFvb+8ybcyZMwfZ2dll9EOioqLQqVMnxMbGltLC+avIysrCmzdv8OzZM6xatQp37tyBo6MjCgsL8ebNGxQXF5chPczMzHD16lXs2rULq1atQmBg4C/pi1gsxqhRo3D27FmcPHnyX6JrkZqairNnz+LUqVM4c+YMdHV14ebmBhkZGcTFxSEuLg7e3t5o1aoVvL298fjxY0GXxNjYWCBJXFxc/jZDvWvXrnBxccGoUaN+SX1jxoyBuro6Jk+eXO7+qKgozJo1C0+fPsX48ePRu3fvUosY9+7dw7hx4/D27VvMmTMHHTt2/JeRFO/evUPr1q3h7u6OVatW/efo6FXhPxZVxEgV/ieQnJwMf39/ODk5Yf369b/05dqzZ0+4u7tj4MCBv6zOP4t79+7Bz88Pjx8//imRuH8MknQgcxUg+VxxOSldNPDdgYjtxwRRwRJYWVnh5MmTWLZsGSIjI5GbmwtLS0t07NgRHTp0gLW19Z/uXkWkiEQiQbdu3VBYWIgnT54gMTHxm7Dn2GHw7BZUYb2SpC+Y0aErsjMzAXwTYZSVlYW2tjaKi4vx+fNnqKmpQSKRIDAwEL1790aDBg3KnYxIJBLMmTMH69atw/79+39ooP4eJPHmzRuBJLl27Ro+fvyI+vXrC14ltra2mD9/PiIiIiAWiyErK4snT55gzpw5kJGRQb9+/QRB15iYGMTGxoIkNDQ0ICMjg+zsbKiqqiI9PR2KiooVenDo6enhy5cvGDp0qCB4+a9GREQEBgwYAG1tbezYsQMdO3bEq1evEBERIYhPhoWFoUuXLj80tCQSCXZGzIVPg0To6yp+t9zTF2kYM/MFTpz6Nn59+/aFnJwcHB0dIS8vD5FIhK1bt6JVq1YYPXo0atasKRyblpaG+vXrY8iQIRg8eHCpeiMjIxEeHo4zZ85g8+bNGDJkCJo0aYJjx45BJBLB09MTkyZNgo2NDTw8PLBq1Sq0a9eu3D4WFhZi+vTp2LRpEzp16oR9+/YhNDQUkyZNqrQn0JkzZ9CtWzds374dvr6+2LFjB8aMGYPIyEjUqlWrUnUA38b1t99+Q3h4ONatW4e2bdsiPz9fIE7+SKC8e/cOsbGx+PLlmyeGlJQUNDU1YWZmBicnJ4hEIpw+fRre3t548uQJXr16BRkZGdSpUwdisRjv37/Hp0+fYGNjAz09PcTExMDc3BxJSUnIy8tDcXExRCIRiouL0bhxYzx58kRoS1pWFhNP7oeGoX6lz+/i5u04uXQ1AEBTUxNbt25F165dsWvXLty9exebN29GSkoKrKys0KBBAzRs2BANGzaEra0tRCIRvnz5grlz5yIiIgIeHh64f/8+vL29cePGDXz8+BHS0tLw9fVFcHAw3N3doa//rW8k4eXlhS9fvqBHjx5lCIsf4d69e+jXrx+kpKSgo6ODK1euQFZWFpaWlpg6dSratGlTysti3rx5mDJlCuzs7HD+/HkYGRkJ++bMmYN9+/bhypUrwsr56NGjUVBQgLCwMBw/fhyHD/8/9s48rqa1/f+f5jQPu3lOowZTGswKFRoQCpkzZp5lypQyhAgZwjFLhiIUolCGokgaVFJUmjTX3vv6/eHb+ukUCuec5zxP79drv3atvda97jXstdd9rev6fC7hyZMnEBISQm1tLdhs9pd9zscHDQ0NFBcXY/DgwXB2doa+vj50dXVbndHwNceOHcOKFStw5coVWFhYICEhAUOGDEFNTQ20tbUxceJEjB079pu/uXv37sX9+/dx/nzzDMmjR4/i/v37OHbsGDOtrq4OXbt2xYYNG+Di4tKmvlZVVSEnJ4fJ+Pj6PTs7GzU1NUzQQ1NTEwBw6dIlmJqaYs+ePcw51BJPnjzB2LFj0bdvX+zevbvF7LCfISAgAD4+Prh06RIsLCx+S5utgcvl4tmzZ7h+/ToiIiLw+vVr9OrVC4qKivj06RNiY2OhqamJYcOGwc7ODg0NDQgLC8OVK1dQW1sLR0dHODk5oX///s2yl36Fx48fY/To0cx16Fe5dOkSDh069MNM2vj4eGzYsAEvXrzA8uXL4eHh0eRhQ2RkJJYvXw5+fn74+vq2GOj7K6ioqMDYsWNRXV2NCxcuQEZG5m9Zbzv/o/yNZTvttPOPUllZScOGDaNBgwZReXn5b2mTy+WSkpLSf5S2x5IlS75pS/gfCaeKqPIiUfHSFnQXlhJVhhBxqsje3r7FuujevXtTREQEKSoq0vPnz6mhoYGioqJo5syZJC8vT127dqXNmze3SfCTiOj48eOkrKxMr1+/bvFzLy8vsrS0pOrqauJyuXT37l2at3cnox3wo9fkPb5NbDuVlZVJQkKCxMTEqHv37mRvb08yMjI0cuRIio2NbdF6uLy8nJydncnKyory8vLatH1/hsPh0KdPn+jBgwe0efNmcnR0JE1NTRIUFCQlJSXS0tJibFR5eHiIh4eHAJC2tjb16NGDNDQ0SEBAgMTExGjNmjW0bNkycnFxIX5+fpKWliYVFRUaOXIk+fn50b1791qsW05LSyMlJSUKDQ39pW35VUpLS8nS0pJ4eHgYi0hXV9dvHoeW+PDhAw0aNIh69epFOdmpRNWRRKUbm5zfz+660fSJxsRiSZGIiAhzXWKz2bRr1y4SERGhXr16UUNDA5WWltLWrVtJWVmZBg8eTJGRkUxfMjMzSUlJqVk9dmBgIHl4eBAR0aFDh0hVVZUUFBToxYsXVF1dTaKiopSZmcnox3yL5ORk6tKlC1lbW1Pfvn2pe/fuPy2M9+DBA5KXl6czZ84QEdHFixdJXl6+RYHYlsjLyyMbGxvq06cPIwraGoKDg0lSUpLi4uLo7t27NH78eFJXV2fEUPn5+YnFYpGKigqJiIgQDw8PaWlpUa9evWjUqFE0e/Zs8vT0JCMjI9LU1KS+ffuSgoIC8fDwkICAAGPF22iz3Pi97jZ0cKuvCY2vTQ8jSbCDMNNeYz/79u1LK1eupICAAFJUVGwmYFtZWUmbN28mWVlZmj17Nn348IHy8/NJXl6emae4uJiMjIxo0qRJZGtrS1JSUqSlpUVubm40adIkUlBQoM6dO7fKnvnr9TZa8B47dow5L9+/f08rV64kCQkJkpSUJBUVFQoMDGwispmTk0O6urrEz89P27dvZ6ZzuVyaN28e9enThz59+kTh4eE0efJk4uHhIQkJCVJUVCR+fn7i5+cnOTk5mjRpEqPXVFpaSmvXriUdHR3y8vKi0aNHU+fOnUlERISUlJSoX79+NH36dNq+fTtdvXqV3rx588PtPXv2LImJiZG+vj4pKCjQjBkzSE1N7bvfm0bKyspISkqqRa2k69ev06BBg5pMW7duHTk5ObV4rampqaHU1FS6ceMG7d+/n5YvX06jR48mc3NzkpeXJ2FhYdLX1ydbW1uaMWMGbd26lc6ePUtxcXFUUFDQYptVVVW0aNEiUlRU/KbeSSMVFRU0efJk0tXVpadPn/5w21tLWFgYsVgsCgkJ+W1ttpWioiI6efIkjRs3jlgsFhkZGZGrqyuNGTOGDA0NSU5OjiZOnEjnzp2j+Ph48vHxISsrK5KSkqLRo0fTqVOnfihs21p69uz52/bFhw8fSFpa+rvaZ1/z5MkTcnR0JGVlZfL392+iQcXhcOjMmTOkra1NdnZ2bbaQ/lnYbDYtXryYdHV123wv1047baE9MNLO/xQNDQ00a9YsMjU1pffv3/9ye8nJyaSlpdXqwdLfQWVlJWlpaf0torO/FU41Ue0zouqbX161z75M+z8WLVrUovOOq6srubq6kouLS7PP2Gw2RUdHk6enJykpKZGJiQl5e3vTq1evvtuVEydOfDcocuTIEdLW1qaCggJm2sfqijYPgDrb2jADKDExMVqxYkUTRfqKigoKCAggHR0dMjc3pzNnzjA38KmpqWRgYEAzZsxoUcCuMdCRkpJC9+7do5CQENq/fz95e3uTp6cnjRkzhqytrcnY2JgUFBQYIUldXV3q1asXOTs7k4eHBy1ZsoRmz55NI0aMoC5dujADSRERERIREaHu3bsTi8WisWPHkoyMTLObFg0NDUpJSaGMjAw6deoUzZs3jywsLEhERIQ6d+5M06dPpyNHjtDdu3dJS0uLDh069N1j81fT6LzRt29fRuRSWlqaUlNTW93GjRs3SElJidasWdNM+Z/T8JmCD28nGWkR4ufnZ44/Dw8P+fv7N5nX19eXlJSUqFu3bozbUW1tLR09epQ6depEXbp0oZMnT1J9fT3FxcURi8WiZ8+eMcsvX76cNm/eTAkJCcRisej169d0/vx5UlBQoAMHDpCZmRl1796d1qxZ0+J2cDgc2r59O8nKytKYMWNIVlaW/Pz8mm1TW0lKSmIGyURfBodycnLNXJr+THh4OCkoKND69evb5GrDZrNp2rRpxMvLSwMHDiRxcXHq3r07LV26lK5du0YsFovWrFlDw4cPJ2lpaTI0NCReXl7au3cvXbt2jc6cOUM7d+4kV1dX6tChA1lZWZGsrCwTFFFRUaGOHTsSAFJQUGgS8Jy8x7fN14UdyY/IxKYf04alpSUdPHiwyTb16NGDrl27RkRfftcOHjxIysrKNHr06CbXEA6HQ8LCwk0GNxYWFoxANYfDodevX9OBAwdIRESEeHl5SVhYmKysrGjhwoV07tw5ysnJ+eZv3M2bN0lLS4vGjRvX5Hr4NTU1NXT06FHS0dEhUVFREhcXJy8vL/r06RMzj7e3N/Hx8ZGJiQnl5+fTmzdvyN/fnxHrVVNTY/Y5Ly8vaWtrk5eXV4sPJaqqqkhVVbWZIxeHw6F3795RVFQU7du3j+bPn092dnakra1NQkJCpKenR8OGDWNclG7fvk0nTpwgFxcXkpCQIGtra5KSkqIjR44QEVFGRgYpKyv/MJhAROTh4UEbN25sNv358+dkbGzM/J+YmEjS0tJ0+vRpCgoKolWrVpGbmxtZWVmRkpISCQkJkY6ODg0cOJCmTZtGmzdvplOnTtHDhw8pPz+/1YPflnjw4AHp6enRqFGjvnksGzl79izJycmRr6/vL63zaxISEkhVVZX8/Pz+8XsqNptNcXFxtG7dOjI3NydJSUkaPHgwubq6Ur9+/UhMTIwGDBhAO3bsoJiYGAoKCiIHBwcSFxcna2tr2r17d5vFgr/m/Pnz1Lt379+2Pdra2pSSktKmZRISEmj48OGkqKhI27Zta/Iwo66ujhGMHz9+/C9ta1sICgoieXn53yZI3E47f6Y9MNLO/xxcLpe2bt1KampqlJSU9Ett7dy5k2bMmPGbevb7uHnzJmlqav4jauJ/FYcOHaIJEyY0mz5v3jwSFRWlly9ffnd5DodDsbGxtGDBAlJVVSVDQ0Nas2YNvXjxoslN2B9//EHKysrfvImIjIwkeXn5ZgPliNz0Ng9+5v4RREJCQqSurk47duz4Zt/ZbDaFhoZSz549SVFRkezs7EhcXJzGjh1L3t7eNGfOHBo9ejQNGDCAjI2NSV5ensnU0NPTo169etHw4cNp+vTp5OXlRbt27aLTp09TZGQkPX/+nPLy8lrtDlBTU0Oqqqqkrq7ODNyEhYVJRESEpk+fTq9evWqyP93c3Ojo0aPN2qmtraW4uDjavXs3ubi4kKCgIAkJCZGNjQ2tWrWKrly58l0Xnd9Nfn4+rV+/npSVlalfv350/vx5qq+vp1WrVpGCggLx8vLSsmXLvttGXV0dLVmyhFRUVFq8ccvNzaWBAweSpaUljR8/nnh5eUlAQIBERUXJ0dGRxowZ02T+S5cukYODAx09epTk5ORo1apVjDsOh8Oha9euUf/+/UlNTY127NhBf/zxB6moqDCZFGPGjKGgoCDS1tZmMjSIiC5fvsw8PZ82bVqLg5Ds7Gzq168fdevWjbp27Up9+/b9rTaSmZmZpK2tTRs3bmQyruTk5Bhr2a+pra2lBQsWkJqaGt2/f/+HbXO5XHr58iXt2bOHnJycSEpKiiQkJEhQUJAuXbrU5KluTEwMmZiYMP+z2Wx68uQJSUlJUe/evUlMTIzMzc1pyZIlpKqqSuvWrSNDQ0NycHCgnJwc+vz5M71584bCwsKoQ4cOtH37dmKxWMx3Y/nVsz8VGHFcMJuEhISYoNnNmzebbOOBAwdo+PDhdPHiRdLX16cBAwbQ48ePW9wfenp6Ta5n3bp1a+ZUtHbtWlJTU6MVK1ZQRUUF3b17l3x8fMjJyYkUFBRIUVGRnJ2daevWrRQdHU1ZWVk0fvx40tTUbPGYfeu43L9/nwYNGsR8393d3ent27dUVVVFR44cIQkJCcbyWVtbmwnW8PLykpmZGW3atIkkJSW/ayW6efPmFgPl36O2tpZevXpFoaGhNH/+fDIyMiIBAQHi5+cnYWFh6tKlC40dO5Y8PT2JxWLR3Llz6fPnz5SYmEhycnJ0+/bt77afkJBAampqVFNTQ2/fvqXbt2/TkSNHaNGiRYzNuoqKCvHw8JCsrCwNGDCApkyZQhs2bKATJ05QTEwM5ebmttnmuq1UV1fT0qVLSUFBgc6dO/fdAEV2djb16tWLbGxsfjljsZHc3FwyNTWlGTNm/HIA9ndSWFhIf/zxB40dO5ZkZWWpU6dONHz4cBo2bBgpKSmRjo4OzZ8/n65cuULnz5+nyZMnk5ycHJmamtKaNWvoyZMnbQr2NDQ0kJqaWrPv6c8ybtw4Onz48E8t++LFCxo1ahTJy8vT1q1bm1hWf/78mdatW0cyMjK0YMECKioq+i39/R537twheXn5f/whSjv/nbRrjLTzP8uZM2cwf/58nD17tplad2uxt7eHh4cHRowY8Zt79+u4u7tDQUEB27dv/6e78lt48OABFi5ciMePHzeZPmTIEGRmZuLNmzetbovL5eLJkycICQlBSEgIBAQE4OLiAhEREezfvx9RUVEwNDRsttzLly9hbW3dTKCSS4TA109Rz+W0ebsG8Ijh86fiHwqSlpaWQkxMDESEiooK8PLyQl9fH/369YO+vn4zzQ4Wi/WXCJVlZ2dj1KhRePnyJTZt2oSNGzeioqICfHx8MDc3R15eHioqKtCrVy/06dOHcRY5fPhwi+3V1NRg8ODBMDMzw6pVq/DkyRNGsyQ+Pp4Rs7SwsIClpSW6du2KDh2+rdfRFogIDx48wN69e3Hz5k24urpi9uzZMDExYea5desWtmzZgjFjxmD+/PlQUVFBZGRkM8HVzMxMuLm5QUFBAcHBwWCxWE0+P3v2LObNm4d58+ZhxYoVuHHjBpydnbFt2zbs3LkTDx8+ROfOnVFQUMAct3v37mH16tWIiYnBhw8f4OnpiVevXuHIkSPo1asX0/bTp0+xfft2REVFwdTUFB8+fEB8fDwGDx4MQUFBdO7cGQEBAcz8XC4XsrKyqKysxK1bt5rUihMRjh8/jiVLlqBbt25ITEzEpk2bGO2I38mHDx9ga2sLGxsb7NixA48fP4aTkxMOHDjAaJ2kpaXB1dUVmpqaOHz4cIv15USErKws3L59G3fu3MGdO3cgJiYGa2trWFtbY8CAAbC1tQURISkpqcmyCxcuhLS0NNauXdtk+oABA7B69Wr07t0bjx49wrJly5CUlIT6+noYGRnBzc0NAwcORPfu3cHHx4eCggKYmJigsLAQjo6OCAsLAz8/P9ZHXkEHVttr4p+eDUXBo2eMWGZDQwNmzJgBLy8viIuLIyIiAg4ODjAwMMCOHTswePDgb2pD2NraYsGCBYzYqqmpKf744w9GqyYnJwfGxsaQl5fHy5cvm32/iAg5OTmMA861a9eQmZkJOTk5ODo6ok+fPrC0tISurm6rz5GcnBysWrUKFy5cYDRalJSUwMfHh/fv34PL5YKHhwcDBgyAu7s7tmzZAisrKxw/fhyzZs2ClJQUvDZ4I7+6ArUcNgR5+aAsIo7asnJ06tQJcXFx3xZFboHCwkKcPn0ax48fR3FxMdzd3TFhwgTo6+ujpKQEaWlpzOv58+e4ffs22Gw25OXloaCggNevX2P27Nno168fpKSk0NDQgPfv3zfR+Hj06BG4XC6UlZUZYVMNDQ1s3rwZERERiIuLw40bNxATE/Pbv2ttJT4+HpMnT4ahoSECAwMZHZo/w2azsWXLFgQGBiIoKOibTkdtoaKiAmPGjAGXy8X58+d/Shfmr4TD4eDJkyeIiIhAREQE0tLS0L17d4iLiyM3NxcZGRmwsbHBkCFDICcnhwcPHuDKlSuoqqqCo6MjHB0dMWDAgB9qM23btg1JSUn4448/frnPgYGBePbsGY4cOfLTbbx69QqbN29GVFQU5s+fD09PT0aouqCgABs3bsTZs2excOFCLFiwAKKior/c72+RlpaGYcOGwdHREb6+vi26srXTzk/xz8Vk2mnnnyc6Oprk5eXpxIkTbV62pqaGxMTE/hGv+9ZQWFhI8vLyv7UO+J+kuLiYxMXFmzx1KS0tJXFx8WY12m2By+XS06dPycHBgfj4+EhFRYWWLl3K1Ks3kp+fT+rq6nTy5MlmbVQ11P/UU+EdyY+on7MD9enTh0aMGEEzZsygNWvW0J49e+jMmTMUFRVFSUlJ9OHDB/r06RM5OTlRz549KT8/n/Ly8mjVqlXEYrHIycmJoqOj/9L046qqKlqzZg3JysqSt7c3aWpq0v3792nGjBlMGY6cnBxZWVnR7du36ezZszRnzhzS1dUlXl5eGjBgAK1du5Zu3bpFFRUVRPSlbGXYsGE0fvz4FtOxORwOpaam0vHjx2n27NnUvXt3pnxn9uzZdPz4cUpNTW1zKndlZSUFBQWRqakp6enp0e7du6msrKzFeT99+kTi4uLEZrOpqKiIunTpQry8vOTl5cXMc+rUKWKxWLR79+5mx6CkpITc3NzIwMCg2dM/KysrunXrFllaWtKVK1eoR48eFBUVxXz+4sULMjIyarJMSEgIKSkpkaenZ5Mnd0REb9++JU9PTxISEiJlZWUSERGhLl26UG1tbZP5Fi5cSLy8vHTu3LkmT7sLCwvJ2dmZOnbsSLq6ujR06FDKzc1t5V79OUpKSqhnz540ceJEamhooISEBFJUVKQ//viDgoODicViUWBgYLP9mpeXR3/88QdNnjyZNDQ0SFFRkcaNG0dHjhxpMa1bRkamWRYBh8MhVVXVFrPNJk+eTEFBQcTlcmnjxo3Ey8tLkydPpnfv3tHVq1dp/vz5ZGxsTFJSUuTk5ETr168nRUVF4nK5dPXqVTI0NKTQ0FA68Pj+T10XHDwmM2UkPDw8JCgoSLy8vEwGCR8fH4mLi1O3bt1o9erVdODAAQoPD6fExEQqKipqsr+mT5/OlC0RERkYGDQpJ3R0dCRxcfEfZuNkZmbSoEGDqGvXrvTw4UOKi4ujXbt2kaurK2lqapK0tDTZ2dnR+vXr6caNG830FqqqqujatWvk6elJ2traJCMjQ/r6+ox2EQDi5eWl/v37U1BQEGlqapKAgAB5enqSoKAgCQgIkI+PDz3PTKcZB3bRzhb228ZrF2nJxvXf3Y5GamtrKSQkhBwcHEhSUpLc3d0pKirqu9cTDodD79+/p+vXr5Oenh7p6+vToEGDSElJidFeajxmEhISpKenR7a2trRo0SKaNWsW9e/fv9m5rKqqSg8fPiRZWdk2lzv8ldTU1NCKFStIXl6eTp8+/d3flwcPHpCmpibNmjWrSdnWz9JY9mxiYtImLaF/goKCAjpx4gS5urqSjIwMGRoa0tChQ6l///4kKSlJZmZmtG7dOrpw4QJt3bqVevbsSZKSkjRq1Cg6efLkN3VJSkpKSEpK6rdk4yQmJpKBgcEvt0NE9Pr1axo/fjyxWCzy9vZucg+cnp5OY8aMIWVlZTp48OBfmvVTXFxMAwYMoGHDhjX7LWynnZ+lPWOknf95Xr16haFDh8LDwwOrVq1qtQ3Z7du3sXr1ajx69Ogv7uHPc+LECezatQuPHz/+Lerm/zSKiop4+vQpVFVVAQDr1q3Ds2fPUFRUhPj4+J9u9/Tp01iyZAkiIyPBZrMREhKCCxcuoLq6Gi4uLhg6dCiWL18OJycnrFmzptnyNewG7E999lPrfhdyDUodxJgniFpaWmCxWE3Ow9TUVAwfPhz9+/fH7t27myjgV1dXM8dZREQEixYtwujRo3+bSj4R4cKFC1iyZAl69eoFPz8/qKmp4fDhw9i/fz8+fPgAPT09DB8+HK9evcLZs2cBADNnzsS6desgKCgIaWlpBAcHIzExETExMUhMTISBgQGqq6shLCyMsLCwFi2IW6KmpgaJiYmIj49HXFwc4uPj8fnzZ/To0YPJLLGwsGiWsQEAGRkZCAwMxIkTJ9CrVy94enrCxsbmh09nO3bsiLCwMMZWds+ePVi8eDHU1NTQvXt3JCUl4ezZs+jatWuT5aKiojBlyhQ4Oztj69atzVxstmzZgo8fP8LMzAynT59Gnz59UFBQgD179gAAcnNzYWlpiby8ppbWJSUlWLJkCe7cuYMDBw7Azs6uyecFBQXo3r078vLy0L9/f6xduxb9+/cHDw8P/P39sXv3bkhJSeH58+e4f/8+XFxcMHv2bBw8eJCxqN25cyfc3Nz+FlvGqqoquLi4QFBQEOfOnUNSUhL69+8PKSkp3Lx5EyYmJiguLkZ0dDSTEVJYWIj+/fszWSEGBgbf7CubzYaQkBDWr1/f5PsbHx+PSZMmISUlpdmymzZtQn5+PjIzM3Hv3j2sXLkS69ata9Z2QUEB7ty5g9DQUFy+fBlycnKwtrZGZGQkzpw5g0MRV9Fjomub9kdddQ187EeitqISbDYbT548wefPn7Fx40bExsYC+HJOFhQUoLS0FNLS0hAVFQUfHx/q6+tRUVGB+vp6qKioQFVVFeXl5RAWFsbYsWOhqqqK+fPn48yZM7CyskJMTAwcHR0xduxYHDx48Jv7z9/fH76+vli+fDkWLlzY4u/Jx48fme9lXFwcnj59Cnl5ebBYLFRVVeHt27dQVlYGPz8/srOzISMjg9raWoiIiGD06NFQUVHByZMnkZycDGlpaaxYsQL5+fnYuXMnAEBYWBg9HO3h7LUU4P32eckDwEZZC6YyzbMciAhPnjzB8ePHce7cOZiYmGDixIkYOXIkxMXFQUQoKCho0dElKysLubm5kJaWhqamJtTU1PDixQvw8vLCx8cHL1++xNGjR/HgwQNIS0sjIyMDaWlpePPmDdLS0vD69Ws8fvwYYmJiMDAwgL6+PvT09HD8+HGIiYlh2LBh2LRpU5vOlb+DJ0+eYPLkydDR0cH+/fuhpKTU4nzl5eWYOXMmkpKScObMGZiamv7SeokI/v7+2LlzJ65cuYLu3bv/Unt/BxwOB48fP0ZERASuX7+OzMxMmJqaQlhYGJmZmaisrMSQIUPQu3dv1NbW4ubNm7h79y7MzMwYK+CvbYvnzJkDGRkZbNy48Zf6xWazISMjw3zvfgfp6emMDfzs2bOxYMECpu2nT59i+fLleP/+PXx8fDB8+PC/5LekoaEBc+bMQXx8PMLCwqCurv7b19HO/xbtgZF22gGQn5+PYcOGwczMDIGBga0KIqxYsQJCQkLw9vb+G3r4cxARBg8eDFtbWyxZsuSf7s4vM2DAAKxatQqDBg1CcXEx9PX1cfXqVYwaNarZ4LG1fB0UMTIyYqYTEVJSUnD+/Hn4+/uDzWZj6tSpGDVqFHr16tUkdZOIsD/1GWo57DavX/DhC2SnpTe5EW9oaGACJUSE6OhoTJgwAdOnT4eWllaLqcVcLhcRERHw9/fH69evMWfOHMZ29mdJSkrCvHnzUFZWhj179jQpH3r79i10dXUREBAAIyMjTJs2DampqYxlZ35+Pvj5+REYGIidO3di9erVjP1ubW0tJk+ejIcPH0JfXx+PHz+GgoICYxHcu3dvaGtrt/pGqqCgoEn5zZMnTyAnJwcLCwvGcvXWrVtITEzElClTMHPmTMaqsjW4urrC3t4eEydOZKbdvn0bQ4cORX19PVauXInNmzczn9XU1GDFihUIDQ3F0aNHMWjQoG/uX2dnZ7x69Qrq6upMmUB2djZ4eHhQVVUFFouFmpqaFpePjIzE9OnT0adPH/j7+zPH+uPHjzA1NUVpaSkcHByQkpICMTEx9OzZE6GhoXB1dQURYceOHYwV4rVr1yAjI4PBgwdj9+7dkJOTa/X++R3U19djwoQJSE9PR0lJCbp3746YmBh06tQJ5eXlyMjIQO/evZlASOfOnVudPp2dnY1OnTrh+PHjGDVqFDN96dKlEBYWbjboaGhowIQJExAaGoo+ffowwbvvnY8vX77EmDFjEBYWhsjISMyePRuioqKo57Cx8noIxGVbPxiJPX0Bl3y+BAMEBAQwZ84cnDhxArNnz8aSJUsQFxeHyZMnY+rUqTh79iy8vb0hJiaG9PR0ZGRkID09HWlpaSgoKIC8vDz4+PhQWVkJIyMjsNlsPH78GETElKvw8vLCzs4OWlpaTDCl8b2goABz586FrKwsDhw48EP785qaGkRHRyMiIgLXrl1DSUkJREVFUVpaypzHjXbJNjY28PDwgLW1dZN9m5GRgeXLl+Pq1avgcrngcrkAAG2zrph5KAB8/K077s7q+tCWkAYAvH//HidPnsSxY8dQW1sLW1tbmJiYoKqqqkngIycnB+Li4sz19+t3TU1NaGhoNCk14nA4mDNnDjMYPnToEEJCQhAdHc3YDH/NokWLwOFw4OrqygRM9u/fj8rKSvDz84PFYjEBEz09PeZvTU3Nf7RcoK6uDhs3bsShQ4ewfft2jB8/vsXvAxHhjz/+wOLFi7FmzRrMnTv3lwfEly5dwvTp03HkyJHfUqrzd1JQUICbN2/i+vXriIyMhIKCAlRUVFBWVobXr1/DysoKgwYNgoSEBJ48eYKwsDAoKioyQRIxMTH069cPOTk5v1xCamNjg8WLF2PIkCG/aeu+kJmZydgtz5w5EwsXLgSLxQIRMRa/QkJC8PX1Rb9+/X7ruoEv59yuXbuwfft2hIaG/q2Wz+3899EeGGmnnf+joqICo0ePBg8PD86fPw8xMbHvzt+tWzcEBAQ0qfX/TyQzMxMWFhZ4/PgxtLW1/+nu/BKzZ8+GgYEB5s2bh5UrV6KkpAT79u2DiIgIqqur25wVc+bMGSxevLhZUORr5s2bh1evXsHf3x9hYWEICQnBhw8fMGLECLi4uKBv377g5+dHVN5bJJUWtmn96qIScNHq1Gx6eXk5MjMz4efnhxs3bmDQoEGoqalhbt6FhYWZ7JLG19c38Glpadi1axcuXboEV1dXLFiwAPr6+q3uV3FxMdauXYuQkBB4e3vDw8OjyU15fX09+vXrBwUFBbDZbISFhaF3796YN28exowZAw6Hg8OHD2P58uXg5eWFlJQUHBwcsHv3bgCAn58fTpw4gfv370NGRgYcDgcvX75ETEwMYmNjERMTAyJigiR9+vSBiYlJqwcGXC4XcXFx2LVrF27cuAE2mw0OhwNTU1NYWVkxeiWtDb7s2LEDWVlZ2Lt3L4gIAQEB2LhxI3bv3o0PHz5gxYoV0NbWRmRkJIqKiuDu7g5TU1MEBgZ+9+kcEUFDQwM3btxAcHAwiAihoaEIDQ1Fly5dQEQQEhLC58+fISws3GIblZWVWLNmDc6ePYvdu3dj+PDhsLW1hZKSEt69e4ecnBz4+voiPT0dmzZtgpycHMTExLBhwwYoKyvD3d0dHTp0QHFxMRoaGnD48GGMHDmyVfv5d1JdXY0FCxbg6NGj4OfnBx8fH0xNTZGeno6RI0di7969P62ZEx0djWHDhiEmJobJ6iEidOzYkdnXjcTHx2P69Ono0KEDSkpKUFpaiufPn/8wo+nZs2fw8PBAQkIC8vPz0a1bN6iqquL58+ewdnXB4GXzWqcbUV0LH2c3fPrwsclke3t7HDt2DPLy8gC+BL/c3d2RkZEBc3NznDt3rllTtbW1yMzMRFhYGPbt24chQ4YgPT0d0dHR+PrWz9zcHKampuDn5weHw8Hnz5/x7t07pKSkoLy8HKKioujYsWOzoEnje319PWJiYhh9DFVVVQgJCSErKwsyMjIQERFBbm4uunTpAltbW6iqqjKaJfHx8ZCQkIClpSXz6tq1K4SEhFBRUQFFRUVUV1cDAJaEnoSS7vcDM1/DW9+AxzsOIDYmBh8/foSoqCiTofJ1sOPrvzU1NdusjUBE2LhxI06cOIGIiAgEBATgxYsXuHHjRrPBbFpaGvr06YN3795BSEgIJSUlUFVVxezZs+Hr64vc3FwmYPL1e0FBAbS1tZlAydfvf84w/Ct59uwZJk+eDA0NDRw8eBDKysotzpeZmYmxY8eCxWIhODiYOW9/lidPnsDZ2RnLly/HvHnzfqmtf4rGoOT169cRERGBt2/fwtDQEPz8/EhNTYW0tDTs7e2hra2Nd+/eITw8HBUVFeDn58fw4cPh6+v7Q12S77FmzRoQ0V+WlZSdnQ0fHx9cuHABHh4eWLx4MeTl5cHlcnH27FmsXr0ahoaG8PHx+eVsopYICwvDlClTEBAQAFfXtmXptdNOI+2BkXba+YqGhgbMmjULiYmJuHbtGhQVFVucr7CwEHp6eigqKvpLBC5/N35+foiKisLNmzf/thuov4KAgACkpKTA29sbhoaGSExMhLq6OlRUVBAfH8+U2LSG1gRFdu/ejaCgIDx48KDJ07+MjAxcvHgRISEhyM7OhrOzM4a5jsZbBXG05YLqrKEPbXHpZtPLy8sxYcIEFBcXIyQkpMl5SEQoKipCVlZWk9fXqd4yMjLQ0tKCoqIiioqK8OLFCxgaGsLT0xNjxoz55jnL4XAQFBSE9evXY9SoUdiwYUOLA/v58+cjKysLZ8+eha6uLsLCwvDhwwd4eXkhMTGROcc+ffqEZcuW4cyZM2hoaMD69eshJycHHx8fPHjw4JuDTfo/Mc3GIEnM/w1srKysmGCJubl5i8GChIQE7N27F5cuXYKjoyPmzJkDc3NzVFVV4dmzZ00yS2pra2Fubs6U35ibm0NauvnxuH//PpYtW4bw8HBMmTIFHz58wNmzZ5mn5/n5+Rg4cCBSU1MhIiKCQ4cOwc3NrcVt+zNz5syBhoYGRo4cCUtLS7i6ukJOTo4RA1VQUMDz58+/mb7eyKNHjzBt2jQ0NDRAUVERY8eOxdOnTzFv3jz0798fRIQrV66Al5cX/fv3Z84BERERjBo1Cr6+vsjKyoK9vT1TRvNXwmaz8fTpU9y+fRs3btzAo0eP0KFDB0yYMAHl5eV4/PgxoqKiICgoiEGDBsHBwQGbN2/+qetXcHAwPDw8UFJSwmRbJSQkYPTo0UhPTwcPDw8+f/6MVatW4eLFi9ixYwf69u0LTU1NHDx4EFOnTv3hOh48eIAlS5bg0aNHePjwIUaNGoUPHz5ASUkJhw4dwtl7Ueg+YQw437nlkhEUhqOqLk4fDcb8+fNBRBAUFISgoCAqKytBRDAzM0NwcDCMjY3B5XKxZs0a+Pj44PTp03B1dcXOnTshJCSEOXPmMO2m5+Vi6sL5CDx4ACL8ArDQM8SnjwVN1m1vb4/q6mqkp6fj06dPICIoKCjAwcEB2traEBcXh6CgIGpqavDu3Ts8e/YMb968wcePH8Fmf8mU4+fnB5vNhpSUFPj4+FBRUQFjY2PY2dnB1dUVnTp1ahYc4nK5SE9PZ8pv4uLikJaWBhMTE+jr6+PEiRMQFRWFqkknTD+0p9XHvJGwDdugISKOoUOHQl9fH5qamn+ZmOfBgwfh7e2Nq1evYseOHaitrcWFCxeaBewHDhyIqVOnws3NDVOmTMGrV68waNCg7w5Ya2pqmEygPwdOiKjFgImOjk6z8r3fQX19PTZv3oz9+/dj27ZtmDBhQovfy8ZrfnBwMI4ePdqs5K+tZGdnY+jQobCxsYG/v/+/XnDz48ePTbJJ5OTkoKCggKKiIuTn52Pw4MHo1q0bXr16hUuXLkFAQACDBg2Co6Mjhg4d2uaSmIiICGzbtg137tz5i7boC+/evYOvry/OnDmDKVOmYMmSJVBUVERdXR0OHjyIzZs3w87ODhs2bICGhsZvXXdSUhIcHR0xefJkrF279l99v9vOP0N7YKSddv4EEWHz5s04cuQIrl+/3qI7yenTp3H+/Hlcvnz57+/gT8Bms9GjRw8sXrwY48eP/6e789NERUVh48aNMDMzQ11dHfbu3QsAsLCwwO7du2FpadmqdhqV0yMjI2FsbNziPJcvX8bs2bPx8OHD75ZdZGdnM0ESlnkXDPCY+M15v6aTFAt2qs1dE1JTU+Hs7Axra2vs2rWrzVohHA4H+fn5TYIm6enpePLkCbKyssDhcCAjIwNjY2N07NiRyTgpKytDYGAg5OTksGfPnm8+0Tl37hxWrVqFp0+fQlpaGrt378a9e/dw8eJFdOnSBT4+Ps1Sda9fvw4HBweIiIigpqYGR44caVKW0hqKiooQGxvLBEtSUlLQpUsX9OnTBxYWFigsLERwcDDy8/Mxa9YsTJ069YflIPn5+UyQJC4uDs+ePYOysjKTUWJhYQFTU1PU1dWBxWJBTk4Obm5u2LRpU5PjkpmZCXd3dxQWFiIrKwv6+vqIior65tPUr4mIiICPjw/u378POzs7dO3aFbdu3cKzZ180awwMDBAaGsrom3yPS5cuYdKkSeDn54eFhQWsrKwwduxYmJubM05Mjx49goeHB6SlpVFVVQUulws3NzcsXrwYBgYGePnyJWxtbbF582ZMmjTph+tsLVwuF8nJyYxzTExMDDQ1NdGxY0dER0dj6tSp8PHxYQaR/v7+2LVrF27evAk5OTnY2tqiV69e8Pf3b7Njx+LFi3Hw4EFUVlYy01atWgUul8ukgM+bNw/29vbw9fWFjIwMtm7dCi8vL5SUlDDOC9/jzp072LBhA27duoUhQ4bg7t27UFFRgY+PDwoLC/H27Vts2L4NCcUfkFJWhIb/Kw8BAHZ5BRLDbuDagcPgsjlQUFCAh4cHtm3bhszMTFy6dAl79+5FSkoK6urqQERQV1fH/v37MWTIEPTp0wepqanQ19fHs2fPGGeXMj4gvigPedUVTfpaX1uLxGu3cHP/YZQXFEFQUBDh4eHo0qULFixYgNjYWKxYsQLy8vJIT09Heno6kpKS8ObNG1RVVQH4ElATFRVFZWUlxMXFmfKAjx8/wtjYGBoaGhATE0NhYSHy8vK+9KesDEpKSs0yTr7+W1lZGSUlJYiIiEB0dDQePnyI9+/fY9Ccaeg/aVybjjsAmMrIY6Dy35cpefnyZUyfPh3Hjx+Hv78/NDQ0EBQU1GSAdvHiRezevRvr1q3D5MmTsXTpUjx//vynHEOICJ8+fWoxYPL27VvIy8s3C5jo6elBXV39lwMLz58/x6RJk6CsrIygoKBvPphoLAV1cXGBj4/PL2U9lJWVYdSoURAWFsaZM2d+mNn7b4HNZiM+Pp7JJsnKyoKuri64XC7evHkDDofDuFC9ePECd+7cQffu3ZmSm9ZkA5eWlkJdXR2lpaV/i+ZcXl4efH19cfLkSUyYMAHLli2DsrIyPn/+jO3bt2Pfvn2YNGkSVq1a9Uslv3/m48ePcHZ2hpaWFo4ePfrbXOza+d+gPTDSTjvf4MSJE1i6dCkuXLjQRFsBACZPnowePXpg9uzZ/1Dv2s7Tp08xbNgwvHz5skVhyn8DeXl5MDU1BRHh5cuXzMBzxIgRGDt2LFxcXH7Yxrlz57BgwYLvBkWePHmCIUOG4Pr16+jRo0er+/fu3TuEJMSBq6UC3u/cdJpIy8NaWRN8PE0HeFevXsW0adPg4+PTqqfUbYWIcP36dfj6+uLVq1fo1asXWCwWoqKiUFBQAGFhYdTV1TURgv26VKehoQGOjo64desWU5JQXV2Njh074tatW0hJScGePXsQGxvb7ElN48AJ+PJkefDgwdizZ88PMyG+RWVlJcLCwrB//37Ex8eDw+FATU0NdnZ26NevH3r37t2mDCLgS1Dp1atXTbJKsrKyIC0tjby8PEycOBHr1q2DhoYGeHh4QEQ4fPgwVq1ahdWrV2Pu3LlfBnGDBuHt27fYunUrFi9e/N111tbWQl5eHtnZ2YiNjcWWLVuQkZGBxMREqKmpwcrKCtu3b/9hyV5WVhYsLS0RGhoKcXFxDBgwALKysqivr8fy5cvBw8OD1atX4/Pnz+Dh4cHcuXOxYcMGVFVVITAwEIGBgbCwsMDSpUshJyeHQYMGYc2aNZg+fXqb9mEjRIS0tDRGLPXu3buQlZVlNEJ69uyJXbt24ezZszhx4kQTy+BGjh8/jhUrViAsLAy6uroYMmQIDA0NcfDgwTYN6uzs7JCZmYn09HSmb/r6+ti5cycOHTqEtLQ0HDx4kLnOv3nzBr1794aMjAzOnz/P2Np+j4iICPj5+aG+vh75+fn4+PEjVFRUkJqailmzZqFbt26YNWsWAIBDXJTW1YLN5UKUXwCJ8Y+xYvlylJeXw9nZGSUlJQgNDUV5eTkcHR1hY2MDGxsb1NXV4cCBAzh69Chqa2vB5XIhLi6OUaNG4e7du8jKygIACAkJwSv4IERNvl8+V/35MzJDrmHH6nUICwvDsmXL4O7uDm9vb/Dy8uLevXuMiGRZWRm0tLRQWVmJrKwsqKmpgYhQWFiImpoa8PPzg8vlQkdHB/r6+tDV1YWuri50dHSgq6sLJSUlZt9kZGTgxYsXeP36NbKyspCXl4dPnz6hoqICDQ0NAL4IrUpISEBOTg6qqqowm+wGGaPWlwM2oi0uBWcNgzYv9yvExMTAxcUFW7duRWBgIAYPHtxEg6ihoQHq6urg5+fH/v37wcPDg7179yIiIuK39oPD4SAnJ6fFoElRURE6duzYYqZJWwapDQ0N8PHxQUBAALZu3YopU6a0+JS+pKQEHh4eyMzMxJkzZ1p84NSWdc6aNQsJCQkIDw9vVQD638aHDx9w48YNREREICoqCgICAqirq4O4uDjYbDbs7OygpKSEvLw83LhxA/Ly8kyQxMzM7JvB406dOuHUqVPNhML/6m3Ztm0bjh07hnHjxmH58uVQVVXFx48fsWHDBpw/fx6LFy/G/Pnzf1uGU01NDaZMmYKsrCxcvnz5m9nf7bTTjN9tc9NOO/9NREZGkpycHJ05c4aZxuVySVlZmdLT0//Bnv0cCxcuJHd393+6Gz8Nl8slAQEBmjlzZpPpc+fOpV27dv1w+XPnzpGioiIlJSV9c56srCxSUlKiy5cvt7l/9fX15O7uTnYuI+jcy6e0IzGWsZHclhBD+x/eoYxPhc2W43A4tG7dOlJVVaW4uLg2r/dnSEhIIDMzM+Lh4aGuXbsyVrKVlZX08uVLCgsLoz179tDChQvJ2dmZjI2NiZeXl4SEhMjU1JScnJxowYIFtHv3bpo0aRLZ2tpSWVkZ6ejo0L1795qs6/nz5yQsLEwLFy6kgoICGjduHImJiZG4uDjt3r2b2Gx2q/vN5XLpzp07NGLECJKWlqa5c+fS69evqb6+nuLj42n79u3k7OxMLBaLNDU1yd3dnQ4ePEgpKSlttjPOyckhCwsL6t69O5mYmFDnzp1JUVGR5OXlafDgwaSvr086OjoUHx/fbFlvb2/i4+MjExMT+vDhw3fX4+joSCdPniQ2m01qamo0dOhQ2rt3LxER2dvbU1hY2HeXr62tpe7du9POnTuZaebm5iQnJ0cdOnSglStXkpmZGQkLCxMvLy9t2rSpWRtVVVUUGBhIOjo6ZGFhQXv37iV1dXXas2dPa3YVEX3ZX8HBweTu7k4qKiqkqqpKEydOpOPHjzex3ExPTyczMzNycHCgoqKi77Z5+fJlkpOTozt37lBlZSXZ2NiQm5sb1dfXt7pfjZapjSQmJpK0tDRjPf21nTGbzaaePXtSQEAAOTo6UmhoaKvWsWXLFhIWFqaNGzeSpqYmycnJ0dGjR4noiy3zn78TRETJycnk4OBAGhoadOLEiSbfA1tbW9q/fz8FBwfT+PHjSUlJiTQ0NGjKlCl0/PhxCgoKos6dOxMPDw9jddv46uXm0mpb4N3JceQ4ZhR17dqVLl++TAEBAWRvb0/i4uJkZGRElpaWpKKiQsrKyuTg4EAODg6krq5OHTt2pCVLltCDBw8Ye9vy8nJ69uwZnThxgubPn082Njakra1NIiIixM/PTyIiIiQkJER8fHykqKhI5ubm5O7uTj4+PnT27FmKj49nrMifPHlCGzduJA0NDTI1NaXZ+3b8lO3x1Zw3rT5PfifJycmkqqpKGzduZCzBv8bKyop0dHSIiOjZs2fUuXPnv7V/lZWV9Pz5czp37hxt3LiRxo8fT+bm5iQpKUkyMjJkZWVFEydOpC1btlBISAglJydTTU3NN9t78eIFdevWjQYPHkw5OTktzsPlcikoKIhkZWXpwIEDv2Qvz+VyycfHh9TU1Oj58+c/3c6/gYaGBoqMjKQOHTqQoaEhSUpKUpcuXahTp04kIiJCgwYNogULFtCMGTPIwMCAlJSUaMaMGXTt2rVmx2zq1KnMb8vfzcePH2np0qUkLS1NM2fOpOzsbCIievPmDY0aNYpUVFQoKCjot1n8crlcWr9+Pamrq9OLFy9+S5vt/PfTnjHSTjs/ICkpCUOHDsW8efOwZMkSpKSkYNiwYXj79u2/rn6xsrISxsbGOHTo0DedMv6TeffuHbS1tXHp0iU4ODgw0/38/FBUVIRt27Z9c9nz589j/vz5uHnz5jfLRMrKytCzZ0/MmDED8+fPb1PfampqMHr0aHA4HISEhEBERARcIlQ11KOo+BMiw6/j4oULiI+Px+DBgxkbYA6HA3d3d5SWluLChQt/+ZMN+j+tiUWLFqFr165YuXIlIiIiEBgYCFNTUyxcuBC2trZNzm0iwrhx4yAsLMwIkf65VOfOnTvg5+eHgIBAE5cLMTEx7Nq1C9bW1ujQoQOOHz8O4Ismw9SpU1FQUAAlJSUcO3YM5ubm3+x3RUUFTpw4gcDAQACAp6cnxo8fD3Fx8W9uZ2pqahOdksrKSvTq1Ytxv+nates39VZCQ0Mxa9YsLF68GEuWLMH+/fuRmJiIQ4cO4fDhw1i2bBn09fXBz8+P58+fQ0NDo4ldsLGxMXJzczFo0CDk5ORg586dmDt3bovrOnToEO7cuYMzZ85g8+bNiI6OBg8PD27duoVx48bBzs4O7u7u39w3s2fPRmFhIS5cuAAeHh7U19dDQkICTk5OMDY2xvr16wEAHh4eOHz4MBwdHRESEtLiU0UOh4MrV65g27Zt+PDhAyorK7Fo0SKsWrWq2byFhYW4e/cu7ty5g9u3b+Pz588YMGAArK2tYWNjg44dOza7Rp46dQoLFizA2rVr4enp2apraHR0NEaPHo2goCDY2dnBxcUF/Pz8OHfuXKvS8iUlJTFt2jTs2LEDiYmJGDp0KPj4+BAVFdVMlHjPnj24cOEC7t27h0WLFkFdXR2LFi36ZttEhP3792PlypUwNTXF/v370bVrV8jIyOD9+/fg5+dnrFsbM/Vyc3Oxbt06hIeHY+XKlZg1a1YTvZzPnz9DVVUVeXl5zPndeD7fvn0bt2/fRnR0NFRUVNCjRw/k5ubi9u3bAIAOEhJYE3kJQm148pqXkISrG7fh48ePEBYWhrq6OtLS0mBqagodHR18/vwZsbGxUFdX/6KnNGwYxMTEGDeXr21ts7KyUFJSAnV19SbipnJycuDj40NtbS2KioqYDJ709HTU19czmSWN77q6uqioqICjoyMaGhrQd/wYOC1f0OptauTmvkN4HhoOdXV1GBoaokuXLlBXV2fKd5SUlP6ysoKcnBwmgy08PBx+fn4YO3YsEhMTMXDgQHC5XMycORMvXrxAZGQkFBUVoaGhwVgy/xPQ/2lYtSQAm5WVBUVFxRazTNTU1MDhcODn54ddu3Zhy5YtmDZtWovf79TUVLi5uUFTUxOHDx/+pTKK8+fPw9PTE8ePH4e9vf2vbPp/PF5eXvj8+TNWrlzJZJNERkZCVlYW4uLiePfuHeTl5dGrVy8ICgoiOTkZycnJTXRJrly5gtu3b+PUqVP/2HYUFRVh586dCAoKwogRI7Bq1SpoaWnh8ePHWL58OT58+AAfHx84Ozv/lnvss2fPYu7cuTh69GiT+8Z22mmJ9sBIO+20gvfv3zO13Nra2kzq9b+RiIgIeHp6Ijk5+S8RZvsrmTFjBh4+fIh58+bBw8ODmX7q1CmEh4fjzJkzLS534cIFzJs377tBkfr6etjb28PIyAh79rRN5K+srAyOjo5QV1dHcHDwdwV5i4uLceXKFYSEhOD+/fvg4eGBpaUlTp8+/ZdbpKakpGD+/PnIz8/Hnj17YGNjw3xWV1eHs2fPYufOnWCz2ViwYAHGjx+PDh06YN++fTh06BAjkNkSmzdvRmpqKjZt2oQePXpg/vz5qKioQGBgIJSVlVFZWYm8vDyoqKgw5TkaGhp4+/YtLl26BB4eHowZMwY7duxoIoD6+vVrBAYG4tSpU7C2toanpyf69ev3UzdM79+/ZwIlsbGxePv2LczNzRlBV0tLS/Dx8WHRokW4efMmzpw5w1j/PX78GFOmTIG5uTnu37+PEydOoGfPngC+pHa/fPmyiV7J+/fv0bVrV1hYWCArKwuhoaHo3LkzIiMjm5Wy5efnw9jYGAUFBSguLoahoSHYbDbev38PLy8v6OnpfdOJ4dSpU/D29sbTp08hISEBLpeL8ePH4+zZs+jTpw8SEhKgra2NESNGwN/fHwICAtDR0YG1tXWT9P4/Q0R4+PAhNmzYgNu3b6Nv374ICgpCSkoKoxOSm5uLvn37wsbGBtbW1jAyMvpmCndFRQU8PT0RHx+Ps2fPNnGCaQ3Pnj3DsGHD4OPjg7Fjx2L8+PEoLy/HpUuXvnsda2hogLCwMA4ePIjXr1/j5MmT4Ofnx4ULF5jj10hWVhZ69OiBhw8fQk9PD3v27EFaWhqjZfRnampqMHv2bDx79gzu7u5ISkpiAqOrVq3C+vXrkZ+fjy5duqCwsBAlJSXYunUrjhw5gpkzZ2LZsmUt6pdcuHABR48e/W5pBYfDQUJCAm7fvo3t27ejuLgYANDX3RVOy9oW1OVyufAdOhqf3ueBj48PHh4ejCCqqqoqNDQ0ICIigk+fPiE7OxuFhYVQUVFp5ujS+LeSklKbSp1KS0uZIElGRgbS0tLw/PlzZGRkoL6+HgAgJiuNNZFXwN9GsXOt9yWIjbyNp0+fIjU1FaWlpZCQkGBKEyoqKiAvL/9Nx53Gv39Wp6C4uBjDhg2DvLw8Hj16hGPHjmHVqlWYP38+rly5gri4OBQUfBHC5eHhgaurK06fPv1T6/qrYbPZyM7ObrE0p6SkBDo6OtDT04OMjAwjJhoUFNTid72urg5eXl44d+4cjh8/Dmtr65/u18OHDzFy5EisXbuWKVf7byQvLw8mJiZ4+/YtIwbf0NCAR48eMSVv2dnZUFNTQ1VVFUpKStC/f38oKCggLy8PsbGx0NfXR2ZmJh4/fvxD6+2/muLiYuzatQuBgYFwcnLCqlWr0LFjR9y8eRPLly+HiIgI/Pz80KdPn19eV1xcHEaMGIElS5Zg4cKF/7qHmu38fbQHRtppp5WUl5dj5MiRSE5Ohr+/P8aOHftPd+mnGTt2LFRVVeHn5/dPd6XVZGVlwczMDJ6enqioqMDOnTuZz+7du4c1a9bg/v37zZZrTVCEiDBlyhQUFxfj0qVLbbqp//jxI+zs7NC3b1/s2rWr1cKQly9fhoeHB5ycnFBYWIjo6Gj069cPLi4ucHR0bNEd5WcpKyuDt7c3Tp48iTVr1mDWrFnfDN4QEe7evQt/f388fvwYQ4cOxdWrVxEXFwcdneZisY2Ul5ejY8eOiIuLQ3h4OO7evYucnByMHDkSa9asAYfDgbS0NGJiYlBaWtok4+TNmzdITk5GbW0teHl5oaenBxUVFWRnZ+PTp08YPnw45s6di65du/7WG5rS0lI8fPiQCZYkJCQAANTV1bF69WrY2toywarbt29j0KBBmDRpEvbs2fND0b+ysjI8efKECZY8fPgQ5eXl4HK5cHJywvz582FmZsa0Y2Zmhh07dqBfv35wdXVFcnIy1qxZg5SUFPDy8jJZHwBw5MgR9OvXD3V1dejfvz9u377NnNvLli3DhQsXkJOTA2FhYWzYsAELFy4EHx8f1qxZg5MnT0JQUBBVVVVYv349pk2b9s1tqK6uxoMHD3Ds2DGcO3cOHA4HKioqcHV1xejRo9GtW7dWPW1/9uwZ3Nzc0KdPH+zZs6fNdqiNpKamwtbWFvPnz8e8efMwdepUZGVlITw8/JtOI40ihvLy8hg4cCBmzJiB0aNHIzc3t8l3lYgwaNAg2NraYunSpQCA8PBwBAYG4vr1683azcnJwYgRI6Cnp4fDhw/j9OnTuHXrFm7duoXPnz+juLgYMjIyiIqKgre3N4YNG4bt27djxIgRWLdu3Xd1Edzd3dGzZ89WD/K2bNmC3bt3o6ysDNODdkOre5dWLfc159ZsxuPL4QC+DNClpaWZjIA/Bz5UVFR+e5YFm81GTEwMQkNDcenSJUhKSmLEiBFITEzE9evXISIigiVHAiFhpNfqNg0kZTFETbfJtMbv5dcuOB06dICBgQFUVVUhJSUFHh4eFBQU4P3798jLy0NeXh5ERUV/GDxpXPbPVFdXY/To0SguLsbz58/R0NCAffv2QVNTE/Pnz8e7d+8gIc4DOZYEDh85CwvLfr+8P/9uKisrkZ6ezgRKXr9+jZiYGOTn50NUVBSmpqbNMk10dHQQHR2NyZMnY+LEidiwYcNPu/xlZmZi6NChGDZsGPz8/Nos0PxvYezYsTAzM/tmFluj5sj169cRFRUFaWlpCAsLIzc3F0ZGRtDT08P58+chKSkJBQUFODo6wsnJCT169PjH9llpaSl2796NvXv3YujQofDy8oKOjg5Onz6N1atXw8TEBD4+Pt/UhGst7969g4ODA8zNzbFv3742C9u3879Be2CknXbaQEVFBWRkZGBqaoqIiAjIy8v/0136KQoLC2FiYoIbN278rSJcv8KUKVOgqqqKHj16IDAwsMnT1MzMTEbw8mtCQkLg6emJmzdvfldAcePGjbhy5Qru3bvXpkHb27dvMXjwYEycOBGrV69u1aCdy+UyFoYXL15kykc+f/6M8PBwhISE4Pbt2+jZsydcXFzg5OT002K5XC4XwcHBWL16NWN32paslLi4OKbkauTIkVi4cOF39+O6devw/v17+Pn5QUlJCWPGjMGJEyeY/WJjY4PFixc3c61pJCQkBNOmTcPnz58hICAAKysryMrKIjc3F1lZWaiqqmpRGLbx9bWlclsgIhw6dAheXl6YOnUqxMXFERsbi0ePHkFeXh4dOnT4MniRkMDp06d/KIT6rXVkZ2dj/vz5CAsLg6ioKIgIHTt2hIWFBQoKCiAjI4MjR44gNjYWbm5u6Nu3LywsLJCdnY3du3cD+HJMRUREwM/PDwkJCWzZsoVxj9myZQt8fHxQW1uLDh064Pnz503cChwcHDB+/Hjw8PBgzpw5qK6uxunTp+Hk5ATgS9ZUfHw8I5j67NkzdO3aFdbW1ujWrRuWL18OGRkZpKeno2/fvliyZAmsrKy+u827du2Cj48P9uzZA1dX1zbvtz/z7t07phTN29sbnp6eSEhIQERERDP7yg8fPsDNzQ337t3DpUuX4OzsjE2bNqGwsLBZVtjhw4dx8OBBPHr0iBn0p6SkYMSIEUhNTW0y7+3btzFu3DgsW7aMefq4d+9e7Nu3D/X19SgsLERFRQXYbDbc3d0RFhbGOP0YGHxfCJTNZkNBQQEvXrxos3jwiRMnkKMqA1H5tl8vbgUexs39RyAkJIT4+PhWCc7+KnV1dYiKikJoaCiuXr3K2FYPHz6c2U9xcXFwdXXF7du3EX4jAh9UZCGvo/XDtovfvcf9HYHQUFJmSnMaX19fJ4gIGRkZTQIlqampMDY2hqWlJeNOJS4uzrjrfOudzWZ/M2iiqKiI1atXMyVPWlpayEhLxL4dbnAdqQ05ma8CTXzqgHBPQLAHwPPvtqR99eoV44TXGBxqzDTJycmBsrIytLS08PbtWxARvL29YW1tDRUVlTYP1EtKSjBixAjIyMjg5MmT/7qM2Nbw+PFjjB49GhkZGT8MTjY0NODhw4eIiIjAtWvX8O7dOygqKiIrKwuioqLo168f+Pn58erVK5SVlcHBwQFOTk6wsbFpUtr3d1FeXo6AgADs3r0bgwcPxurVq6GtrY39+/czbnfe3t5QV1f/6XVUVFRg7NixqKqqQkhISJstj9v576c9MNJOO23gzp07WLlyJWxtbXHq1ClERERAT6/1T7D+kwgODsa+ffsQFxf3t1i3/Qrp6emwsrJCRkYGPn36BBsbG+Tk5DCf19bWQlJSEjU1NczN1MWLFzFnzpwfBkVOnToFLy8vPHr0qE0OKUlJSRgyZAi8vLxa/WS3rKwM7u7uKC8vx4ULF6CgoNDifJWVlbh+/TpCQkJw8+ZNmJubw8XFBc7Ozt9c5s88evQIc+fOhZCQEPbs2YPu3bu3etuAL6n6Q4YMQZcuXbBs2TIEBQVh7969MDAwwMKFCzFkyJBmN66N6dRmZmb4+PEjunXrhmPHjjGfr1mzBkSETZs2MdOICI8fP8bevXsRHh6O4cOHQ1JSEocOHWJq8Ddu3AhRUVFUVFQwOgaNr6//5+Xl/WbQRFNTs8Ub5bKyMnh4eCAtLQ3nzp1rMnB98eIFRo8eDSEhIWhpaTHuAHZ2dujduzf69OkDY2PjNttepqamYvDgwfj48SOWLVsGRUVF7Nu3D+np6RAREYGZmRmSkpOhYdYFYz1noay6Cn169oJSBzHwfSqFebfuqKqqAg8PDyQlJfHx40esX78evr6+EBQUxMiRIyEoKIjg4OAmx5PFYuH169dQVFREcXEx3NzcEBUVheHDh6OqqoopIWl0jundu3eTzJji4mLY2trC3NwcBgYG8Pf3h4qKCpYuXQoHB4cm50NhYSEmT56M4uJinD59ulV2kq2lqKgI9vb26NGjBwICArBixQpERkYiMjIS8vLy4HK5OHjwINauXYsuXbrg/v37qKurAwB06dIFe/bsaeI01lj2dOfOHZiYmDDTq6urISsri6qqKvDy8oKIsH37duzcuROnT59u4qTj5eWF7du3Q1xcHBoaGli7di1WrlyJsrIyjB07Ftu3b2/VtkVHR2Px4sWMXXNryMrKQlBQEB4+fIge86ZBWV/3xwv9CcnCcpzbuoPRjPkd6estUVlZiYiICISGhiIiIgKmpqYYMWIEhg8fDg0NjRaXISKsXr0aISEhCLsRgVe89ciqKPvmOtREJWDeQQrvM7OalOg0/i0kJNQsWNKobyIpKYnq6mo8e/aMCZQ8evQIHA6HCZRYWlrCzMysmb5RRUXFN4Mm7969w4sXL5h5B/VXR8gxB0iIf+e3l08VEJ8G8Eq1ZRf/x8Fms+Hv7w9fX1+sX78es2fPBi8vLxoaGpCVlYW0tDSkpqbi8uXLiI+Ph5iYGOrr66Grq9ui1fD3AuD19fWYNm0aUlNTcfXq1f9KN5KePXtiyZIlGDFiRJuWe//+PW7cuIGdO3ciIyMDioqK4OXlRWFhIczMzMBisfD+/Xu8efMGNjY2cHJywtChQ/92F8PPnz9j37598Pf3h7W1NVavXg01NTVs27YN+/fvx5QpU7By5cqfDmpwOBwsX74cV69eRXh4+L/2Hr6dv4i/Q+G1nXb+W1i+fDmtWbOGiIgOHTpECgoK9ODBg3+4Vz8Hl8sla2tr2rFjxz/dlR8ybtw42rBhAxF9cY0QFhamioqKJvPIyspSQUEBERGFhISQgoICJSYmfrfd6OhokpOTo+Tk5Db1JzY2luTl5ens2bOtXubVq1ekq6tLnp6eVFdX1+rlqqqq6OLFi+Tm5kaSkpLUv39/2rt3L+Xl5bU4f15eHuMKcvLkyZ9W/l+3bh3169eviUJ8XV0dnTx5krp160Z6enoUGBhIlZWVzOdcLpdMTU1JVVWVPn78SDIyMozyPBHRtWvXyNramoiIqqurKTg4mLp3707a2tq0fft2Ki4ubrIdw4cPJxEREWKxWBQaGvrdbeFyufTp0yd68uQJnT9/nnx9fWnmzJlkZ2dH+vr6JCwsTPLy8mRhYUGurq60cuVKWr58OSkqKtKECRPo8+fPTFscDoe2b99OLBaLjhw5wqz30KFD5OjoSMeOHaOpU6eSvr4+SUpKkr29PW3ZsoXu37//XeeGP7NgwQLi5eUlY2NjEhQUJAB048YNOnMvirY8uNWiy8b2hBiy95xOvHx8jAuJrKwsAaDOnTtTXl4erV69mtavX99kXQkJCaSnp0cvX76kPXv2kLOzM+PMwsPDQ7169aK3b9/+sM+lpaVkaWlJM2bMoLq6Ojp37hyZmZmRnp4eHTx4kGpqaigqKoqUlZVpxYoVbXKPaQvl5eXUv39/GjNmDNXW1tK6detIX1+foqKiyMrKinr27EnJyck0adIkUlFRIaIvbjgKCgpN3F+4XC4NHTq02f5qRFFRkd6/f08VFRU0evRoMjMza9F1w9zcnKSlpcnW1pZkZWXJ2NiYrl27Rr169aI7d+60ersWLlxI3t7eLX7G5XIpLy+Pbty4QcuXLydzc3OSkJBgzgMeHh5y27z2p9xb3n4uIaIvDke/4hbSEiUlJXT8+HFycnIicXFxsrW1pYMHD9LHjx9/uGxDQwNNnTqVevToQYWFhcx+eF9ZTtdz0+lQagIFvHpMQanPKPxdGuVUlP3wOvHhwwe6f/8+HTlyhFauXEkuLi7UuXNnEhUVJTk5OerZsydNnDiRNm3aROfOnaOnT59SSkoKnT9/nhYtWkQ9e/YkERERMjExIQ8PDzpy5Ai9evWKcedpibVr1xIvLy+JiopS356qVJs/h6h4/g9fuS9n0aIFM2nTpk0UHBxMkZGRlJKS0uR69W/h9evXZGVlRX379qWMjIwW50lKSiIjIyMaOXIk3b17l06dOkXr1q0jV1dX6tatG4mJiZG8vDz17t2bpk6dSr6+vnTp0iVKSUlh3KW4XC55e3uTpqYmvXz58u/cxL+Fc+fOUZ8+fX56+Tt37pCFhQXdvXuXli5dSoaGhiQuLk5aWlokLi5OHTt2pCFDhlCfPn1IQkKC+vTpQ9u3b//bnRgrKirI19eXFBQUaOTIkfT8+XPKy8ujGTNmEIvFoq1bt1J1dfVPtx8UFETy8vJ0+/bt39jrdv7ttGeMtNNOG+jevTt2796N3r17A/giZDphwgQcOHAAI0eO/Id713YyMjJgaWmJJ0+eQEvrx+nJ/wQpKSno378/MjIyGB2Bzp074+jRo02yILp06YLg4GBkZWVh9uzZuHHjxncFHt+8eYO+ffvi1KlTGDhwYKv7c/36dUycOBEnT56Era1tq5Zp1BPZtm0bU/bwM9TW1uLWrVsICQlBeHg4jIyM4OLighEjRkBeXh67d++Gn58fPDw8sGrVqm86tvyIGzduYOrUqXj27FmLT9yICDExMfD390dsbCymTZsGT09PBAQEICoqCpmZmUhOTkZAQACqq6sREBAA4EtGiYaGBmbOnIljx46hR48e8PT0hJ2d3TfTpqOjozFp0iR8+vQJPXr0wNGjR3/qXOVyufj48SOysrKQmZmJEydO4OHDh9DR0UFFRQXy8/OhoKAAJSUlvHv3DoKCgpg3bx7Mzc2hpaUFZWVlvHz5EqNGjcKbN2+YdgsLCxEbG8volLx+/Rpdu3ZlMkp69uz53SeciYmJ6NGjBzgcDgBg8uZ1MHa0++H2vIqOxbGFK8Blf1nO3d0dx48fBw8PD9zd3TFw4EBMmDABWVlZuHPnDgIDA5GamgpFRUXGNWbAgAFQVFTE2rVrceDAAfDx8WHfvn0/fBJZUVGBoUOHQkdHB4cOHQIvLy/u378PPz8/3Lt3D7y8vDh27Fibn2i2ldraWri6uqK2thYnT57E6NGjce/ePWzYsAErV64ELy8vevfuDS6Xi4cPH8LX1xfZ2dnYv38/08apU6fg6+uLp0+ftlhz3qtXL8yZMwc+Pj5MGd+f08zz8vKgpaUFLpcLMTEx9OzZE2FhYeDl5YWsrCxev37dqkwvIoKuri5CQkKgo6ODV69eISkpCcnJyXj+/DmjT9GYvdKlSxcMGTIE3bt3h5OTExoaGqBn1QMzgtomHi3KL4Bp+l3Bx/P7NAY+fvyIy5cvIzQ0FHFxcbCxscGIESMwbNiwVusn1dTUMMf34sWLP9T1+VWICB8+fGiWYZKeno7MzEyIi4sz2SVaWlrg5+dHWVkZsrOz8fTpUxQXF8Pc3LxJCY6srCxycnKgr6+PY8eOQV9fFxpSpyEjyWl1v5LSJHH2agPev3/fJAuFn5//m7onje8sFus/SmiSw+Fg9+7d2LJlC9asWYO5c+c2u/bX1NRg6dKlCA8Px8mTJ5n7LeD/H6NGLZOvBWDfvXsHVVVVJruktLQUly9fxv79++Hq6voftR9+BTabzbjztTUTFPiStaWgoICSkhLG1Ss3N5cRcL19+zYkJCTA4XBQXV2NLl26MCU3LBaL0SUxNzf/W3RJqqqqcPDgQWzbtg2WlpZYs2YNREVF4eXlhfj4eKxfvx4TJ078qcznu3fvwtXVFZs2bWoi6N/O/y7tgZF22mklRUVF0NXVRVFRUROBsISEBDg4OGDp0qVYsGDBP9fBn8THxwf379/H9evX/yNvHEaPHo3u3btj+fLlzDRXV1cMGzaMqV0GgGHDhsHU1JRxc/iedkpRUREsLS3h5eWFKVOmtLovp06dwqJFi3DlyhVYWlr+cH4ul4t169bh+PHjuHjxInr06NHqdf2Iuro63L59GyEhIbhw4QJzs7Rv3z7079//p9vNycmBhYUFLly40Kp0+oyMDOzZsweHDx+GgIAAkyJfX1+PVatWoVOnTnj16hWSk5Oxd+9eXL9+HW5ubli3bt13xVy/pqGhATt27MDGjRtBRFi2bBlWrlzZKqvWP5Ofnw93d3ew2WycOnWK0XGor6/H3r17sWHDBgwcOBD6+vrIyclhynRKSkqgqqqK7OxsjB8/HgYGBk1KdRoHIJWVlYiLi2Msgp88eQJtbW3GIrh3795QUVFh+rNs2TLs2LEDXC4XXWxt4L5907e63oy7R08i3H8f8//AgQNhZGSEkJAQGBgYICMjA3V1dbC2tsbr168xYcKEFq9RRMSkn3/69AkmJibYu3fvd9PQq6qq4OjoCEVFRRw/fhy5ublwc3ODgIAAVFVVcfPmTYwbNw4LFy78rWU0f4bNZmPo0KG4d+8e7O3tYW5ujv379yMyMhL6+vpQV1eHtbU1E4jbunUr48ZUUFAAU1NTXL9+/ZsDjAEDBuDZs2fw9fXFzJkzm10j379/Dzs7O6SkpEBPTw99+vRBly5dMGfOHHz8+BHGxsYoKir65rWVzWYjIyMDycnJuHPnDo4fPw5FRUV8/PiRsbuuqKhATk4ODA0N4eTkxJS4PXjwAEePHsWlS5fQ0NCAmpoa8PDwYMHZYKh20m9xfS3RV1EdZqxvi8G2luzsbFy6dAkXL17Eq1evMGTIEIwYMQJ2dnZtFtwtLS2Fo6Mj1NTUcOzYsX9cKJHL5SI/P79ZwCQ9PZ1xCdHQ0IC4uDjYbDY+ffrE2NtWV1fjw4cPEBQUxKng5RhpW97GtQsAUt4A7/8vBSQilJeXt1i28/XfVVVVUFZW/q5o7F9pWfwt0tLSMHXqVADA0aNHoavbvPwrLCwMHh4emDlzJlavXv3DPtbX1zNi3o0BkydPniA5ORkCAgIwNDRs0Wr4W8LN/8n4+fnh5cuXOHHixE8t361bN+zbt69Fjaj6+nrExsYiIiICYWFhyMvLg6SkJD59+oSOHTtCXl4eubm5qKqqgoODAxwdHWFjY/PTzk2tpaamBocOHYKvry+6deuGNWvWgMvlYvny5SgqKoKPjw8cHR3bfB+blpaGYcOGwcHBAX5+fm0ujW3nv4v2wEg77bSSM2fO4OzZs7hy5Uqzz3JycmBvbw9bW1vs2LHjX6WI3tDQADMzMyxfvvw/zmnnxYsXsLW1RWZmZpMba29vb9TX1zexGx08eDDi4+MRHR393aBITU0No6HwPbvSP7Nnzx5s27YNN27cgJGR0Q/nLysrw7hx41BZWYnz58+3WhukLaSlpWHhwoVIT0/HxIkTkZOTg8uXLzMihi4uLq0OPgBfgi19+vTB6NGjsWTJklYvd+LECXh5eWHixIk4ceIEVFRUkJycjMePH2P69OlISUmBuro6PD09cf/+fVhZWf2UreL79+8xc+ZM3LlzBzIyMjh27Fibsn2uXbuGqVOnYvbs2fDy8mJugIqLizFz5kzGzrWlTKOamhrGZWfgwIEQEhJqonVSV1fXojCsqqoqPn/+jISEBCazREJCggmSLFmyBGJiYlBWUYHdxpWQVmm9zg27oQFb7EYCdfVMdlBxcTHq6uogICAAFouF3r17w8LCAuvXr0dCQsI3LRobGhowZMgQ6OjoQFpaGocPH4afnx8mTpz4zRvNmpoajBgxAqWlpXj79i1WrlyJ+fPng5eXF/n5+QgICMChQ4dgbW2NpUuX/tbAIPAlW2fx4sWIiYlB165dkZmZiZs3b+LWrVtYuXIlbty4ASsrK2zatAnDhw9ntG8aB1ijR4+GtrY2tm7d2qxtLpeLjRs3YseOHRg1ahSOHDnS5PPS0lJs3boVhw4dYvRe1q1bh/v372POnDkYNmwY7ty5g/Xr1+P+/fsgIhQUFCA5ORnJyclMJkij5ouJiQnKy8tRWVkJY2NjxMXFobS0FHZ2drC3t8fgwYMhIyOD3NxcnDhxAocOHUJdXR3ExMTw8eNH6OrqIjExEatXrwZLQw11nXXB34qBiqaYJJw1DMD7k0Hx169fIzQ0FKGhocjNzYWTkxNGjBgBa2vrnwpcAl+Cl7a2trCxscHOnTv/439PuVwu8vLymgVMGl+N2WBEhNNBdnAb2fqgFYPoeEDIrM2L1dTUMM463wqeFBUVgcVifTd4oqKi8tvFTLlcLhOMbrQw/vOgND8/HxMnTkR1dTVOnToFTU3NNq/nzZs3sLOzQ79+/WBjY4P09PQmmSbi4uItBky0tbV/2iXnr6akpAQdO3ZESkpKm7TRGvH09ISWlhYWL178w3nfvXuHiIgIhIeH486dOxAXF0ddXR34+Pigp6eHiooKvHv3DjY2NnB0dMSwYcP+Ul2S2tpaHDlyBFu3boWxsTHWrFmDsrIyrFixAuLi4vDz82uzQHpJSQlcXFwgKiqK06dP/3S2bTv/ftoDI+2000omT54MMzMzzJkzp8XPS0tLMXz4cLBYLPzxxx9/efT8d/L48WM4OTnh5cuXkJWV/ae7w+Ds7Ix+/fph4cKFTaafP38eZ8+eRWhoKIAvpSrjx4/HmDFjmg1gvobL5WL06NEQFBTEyZMnW3XDTURYt24dzp07h1u3bn1TIPBrUlJS4OzsDDs7O+zYseO331xVVFRg06ZNOHLkCFasWIF58+YxT1TZbDbu37+PkJAQhIaGQlFRES4uLnBxcfmhI8bs2bNRUFCAkJCQVj91CQ8Px7Rp0xAdHQ0DAwM0NDRg165dWLduHWpqamBkZIR3794hJycH0tLSOHToEGJiYn76SRcAREVFYdKkSSgpKcHAgQNx8ODB794c1tXVYcWKFQgNDcXJkyebZMI0lg25urpi8+bNP1TjX7hwIRQVFZtkMAFfBONaEoRtfAkJCTG2pxISEqirq0N+fj7u3bsHADDoZQGPA7vavC8iAw8j934ccnJymNR0KSkpVFRU4O3bt4iLi8P169dx5coV8PPzo1OnTkyav4WFBXR0dJhjXV5ejl69emHatGno378/pkyZAhaLhYMHD7ZYvlRVVYU5c+YgJCQE3bt3x61bt5oNhisqKnD48GHs2rULWlpaWLp0Kezt7X9psEtECA4OxsqVK+Hu7g5vb2+IiIhgy5YtOHr0KCIjI/H06VPMnTsXRUVFiI2NRVxcHFJSUnD48GEAX8SZvby8kJiY2OxaXV5eDnd3d+ZmOSEhgTlfa2pqsHfvXvj5+WH48OEQFBREZGQkpKSkMGHCBOzbtw/Hjx8HAOzatQtJSUmQl5dHUlISOBwOTE1NYWJiAhMTE5iamkJUVBQxMTGIiIhAREQE9PX14erqCnt7e3Tr1g28vLyora3FlStXEBAQgISEBIiJiaGurg7Ozs4YPnw4Bg8eDF5eXty4cQPOzs4oLi6Ghc0ArDp7DGXs+m/uRyMpOdgoa4G/DceCiJCQkMAEQyoqKjBixAiMGDECvXv3Bh8fH4gIRAQul/vD9z9PS0tLw9ixYzF+/HjMmjWrTW21dV1/xfvXf9fU1GD9+vXQ1NTE8+fPQUR4dtcN3Ux/ws1OeDAg0rKb16/CZrPx8ePH7wZP8vLyICIi0mLQ5Ov3b1kWf4+MjAxMnToVDQ0NCA4Ohr5+08ARl8vFzp074efn99PuVp8+fYKTkxNUVVVx7Ngx5jtPRMjLy2sSKGl8f//+PdTV1VsUgFVSUvrHM2xnz54NFouFDRs2tHnZ06dP4+LFi7h48WKblqurq0NsbCzzm/Lx40eIioqivLwcOjo6EBAQQGZmJrp06cKU3LSUDfQ7qKurw7Fjx+Dj4wM9PT14eXkxv4NdunSBj48POnXq1Or2GhoaMGfOHMTFxSEsLKxV93rt/PfRHhhpp51WQERQU1PD3bt3v3uRr6urw6RJk/Du3TtcuXLlb1fz/hUWLFiA8vLyJk4W/yRPnz6Fk5MTMjIymg1ckpOTMXr0aLx+/RpXrlzB9OnTMWvWLGRnZzdxQfkzy5Ytw6NHjxAVFdWqp5kcDgeenp54/Phxq+2ZQ0NDMXPmTGzbtg0TJ0784fxtgcvl4uTJk1i5ciUGDx4MHx+f75Y7cDgcPHjwACEhIbh48SKkpaWZIImRkVGTG7tTp07B29sbT548gaSkZKv6ExsbixEjRiA8PBxdu3bFpUuXsG/fPmRkZMDV1RUHDx6EtbU1bt26hR49euDUqVOoqKhgjuuvUF9fD19fX2zZsgW8vLzYuHFji08c09LS4ObmBnV1dRw5coRRsq+qqsKyZcsQHh6OY8eONXEY+R6nT59GaGgoQkJCWt1XImJS678Omrx8+RIPHz4EEcF29jQMnjW19Tvg/8h49AQnFq5EQ0MDtm/fjn79+mHYsGFISkpiBmmHDh1CUlISNm3ahKSkJCQkJCAxMRGJiYmoqqpC586dYWpqis6dO0NWVhYzZszA6tWr0a9fPwQHByM4OBjTp0/HmDFjwMPDAyJCamoqvLy80KlTJ8ybNw9bt25FbW0tNm7cCEFBwWaDxvr6eiZg19DQAGdnZ/Tt2xf8/PxtGnh++PABx48fR11dHcaNGwc1NbUmn8fExODmzZuYMWMGsrKyEBISgkmTJuHOnTuwtraGjo4OqqqqsHfvXowaNQqqqqpN1lFQUIDQ0FBoamqif//+yMvLQ2xsLEaOHInXr18jLi4O8vLyMDc3h5CQEE6fPg0igri4OHh4eFBSUgJeXl5ISkqCzWZDQkKCcTsREhICm81GYWEhPn78iIKCAtTX10NOTg5SUlJITU1lyny4XC7KysqQk5ODT58+gYeHB7y8vGCxWJCVlYWoqCh4eHi+ua9ycnIgKiaGLoOtoduvF2S01CEgLIyq0jKkxz3B2/uPUJSZ1apBPofDAZvNRkNDA9hsNgCAl5eXuX58HbxopPHz1rw3/s3hcFBeXg5xcXGIioq2qY3WruOvfP/ztLi4OEYTJi0tDSoqKrhzeQh0NH/CCvUvDIy0BiJCcXHxD4Mn9fX13wyaNL7Ly8s3u05zuVwEBgZi/fr1WL58ORYtWtRsnoSEBLi5ucHKygoBAQFtfqpfW1vb5P7sR9b1dXV1ePv2bbOAyZs3b1BTU9NiwERPT+9vyzZITU1Fv379kJOT02Z73ezsbFhZWSE/P/+XAjw5OTmIiIjA1atXER0dDVFRUVRVVUFSUhIKCgp4//495OXlmSCJhYXFb88Aq6+vx4kTJ7BlyxZoampixYoVePnyJbZu3QoHBwd4e3u32vqc/s9iftu2bQgNDW1VyXQ7/120B0baaacVpKSkYOjQoXj79u0Pf0S4XC5WrVrFaC18K3X9P42KigoYGxvj6NGjzM35P8nQoUMxZMiQFjN06urqICkpiZMnT2LOnDmIiIjAp0+f4Ofnh6ioqBbbO3DgAHbu3IlHjx61Kiumvr4e7u7uKCwsxJUrV35Yh8zhcLBu3Tr88ccfuHjxIszM2p72/D2ePHmCefPmgcPhICAgABYWFm1ansvlIi4uDiEhIQgJCYGIiAgTJOHn58eAAQNw+/ZtmJqatqq95ORkDBw4ELt378abN28QFBQEXV1dzJkzB87OzhAQEMCsWbMgLS0Na2trODo6okOHDhg4cCCuXbuGt2/ftirQ9CPevXuHadOmISYmBioqKjh9+jTMzc0BfCnxWbx4Mby9vTFr1izmuxsfHw93d3dYWlpiz5493xVH/TPp6ekYOHBgE7vonyUiIgLOzs4QFBSE7fxZ6OnadrHS7OfJCHCfDgAQEBAAHx8fGhoaICYmxgzSKisrISQkhA4dOjQbvDUGLerr61FXV8ekSHM4HEhLS0NSUhL8/PzIy8sDAKipqaGqqgofP36Empoa5OTkmBvdzMxM1NfXw9jYGPz8/C0OHoEv2XVZWVn4/PkztLW1oaWlBWFh4e8OPIkIL1++RGpqKrp06QIjIyPw8fG1OH96ejru3buHrl274tGjRxASEgKHw8GCBQvAz8+P8PBwCAsLw97evsmyKSkpuHr1KoYMGQIzMzPw8vKirKwM/v7+EBcXBx8fH3R1dVFXV4cPHz7g/fv3AAAWiwV+fn5oaWkhISEBAQEBEBAQgI+PD5ydnaGoqIikpCS8ePECKSkpUFVVRffu3dGtWzfo6OiAj48PUVFReP78OaZPn44zZ84gJiYGVVVVEBcXR//+/WFnZwcDA4NvbvOf3+Pi4rBr1y6EhIRg3759OHz4MBoaGiAgIAB9fX1cuXLlu8uz2Ww8fPgQ169fx/Xr1yEnJwdHR0c4OzujU6dO4OPja3HZxldbuXXrFsaNG4ejR4/CwcGhzcv/pxEXF4fhw4fj5cuXiImJwbZt2yAnJ4c1C9XQ3eQnNAxExwJC5r+/o7+ZysrKHwZPSkpKoKio2GLQhIeHB7t37wabzcaxY8eaPfGvrKzEggULEB0d3eRa31q4XC7WrFmDc+fO4dq1a82yU1pLaWlpM/HXN2/eID09HVJSUi2W5mhqav727NEhQ4bAxcWlTVppwJcAgLKyMh49evRT5UktUVdXh5iYGFy7dg2XLl1CUVERBAUFUVdXB3V1dVRVVaG+vh4ODg5wcnLCwIEDf2tmdUNDA06dOoVNmzZBRUUFixYtQlxcHIKCgjBt2jSsWLGi1cLPYWFhmDJlCgICAn4qQ6mdfzGtN7Bpp53/Xfz9/cnDw6NNywQGBpKioiLFx8f/Rb36/YSHh1PHjh1/yQLtd/Dw4UNSV1dn7PdaQklJiWRlZenp06dE9MUO18DAoMV5r1+/TgoKCq22m6uoqKDBgweTs7Nzq+xXS0tLaciQIdS3b1/GMvh3UVBQQFOnTiUlJSU6evTody0hWwuXy6X4+HhaunQpaWhokICAAA0ZMoSePHnSKqvOzMxMkpOTIysrK5KSkqKZM2dSUlJSs/mys7NJRkaGiouLacSIEeTr60v+/v4kLCxM+vr6dOHChSZ2wL9CREQEKSgokJCQEI0aNYpGjRpFhoaG9OLFC2ae+vp6WrduHcnLy9P58+d/aj0cDockJSV/y3F+8OABWVtb06ZNm8j34pmfsln12L+T+Pj4iJeXlyZPnkzr16+ncePGMevgcrkkLy/fxDb5e7DZbEpOTiZPT0/q0KEDGRgYkIiICFlaWlLv3r2Jj4+P5OXlW7TBZLPZNGnSJOrTp0+r7ERfvHhB7u7uJC0tTQsWLPhmH6Ojo0lfX5+cnJzo3bt3P2z36dOn1KtXL+Ll5SU+Pj6ysbEhQUFBunLlCl27do20tLSa2Ew3NDTQsmXLSENDgx48eEBPnz6lo0eP0pgxY0hSUpIAkIiICPXu3Ztmz55N+/fvp1u3bpGUlBRJSUlRcXExubi40ObNm6lbt25UW1tLkZGRJCwsTDo6OiQnJ0fu7u50+vRp+vTpU7P+lpWVka6uLsnIyBAPDw+xWCzy8PCglJSUH27rt+BwOKShoUHR0dEkLCzMWPry8vIy9sV/prq6mi5fvswcE0tLS/Lz8/vLbTpPnTpF8vLyFBMT85eu5++irq6OjIyM6MyZM0REdP/+feLn5ycANGa4Xqtsepu+FhFxKlpY07+Turo6ys7OptjYWDp37hzt2LGDFi5cSKNHj6aePXuSuro68fHxEQ8PDykpKdGQIUNo5syZtHHjRgoODqZbt26Rv78/sVgs8vHxaWK/3VqOHDlC8vLyFB0d/Vu3jcPhUE5ODkVGRtLevXtp3rx5ZGtrS1paWiQkJET6+vrk4OBAS5YsoaCgIIqOjqYPHz78tEX2zZs3ycTE5KeWHzFiBJ06deqn1tsasrKyKDAwkGxsbEhYWJikpaVJQECAVFRUSEtLi0RFRcnJyYmOHj3KWHH/DhoaGujEiROkp6dHvXr1olOnTtG0adOIxWKRn59fq+9vX7x4QRoaGrRu3brfbmHezn8u7YGRdtppBfb29nThwoU2L3f16lVisVh05cqVv6BXfw1jxoyhFStW/KN9GDhwIAUFBX3z86tXr5KgoCBt3bqVmVZeXk6ioqLNfsCeP39OLBaLHjx40Kp1f/r0iSwsLGjKlCmtGrS/fPmSdHR0aN68eVRfX9+qdbSG+vp62rlzJ7FYLFq8eDGVlZX9trYb4XK55OLiQiNGjKBVq1aRrq4uaWho0OLFi+nRo0fNgjCVlZW0fft2EhQUJHl5edq1axeVlpZ+dx1TpkyhtWvX0pMnT0hVVZXq6upo7dq15OzsTL169SINDQ3asWPHb9m+2tpamjJlCgEgfn5+2rdvH3M+pKamUo8ePcjW1pby8vJ+aT02NjYUHh7+U8tyuVx68+YNBQYGkouLC8nKypKuri4t2rzhpwIjV5Ke0qJFi5hAlZycHPHx8ZGOjg45OjrStGnTSFZWlp49e0ZVVVVt6uuePXvI0NCQ3r17R/7+/iQhIUGampokJCREfHx81Lt3b9q4cSPdunWLOQ84HA5Nnz6dLC0tf3huNJKbm0tLliwhGRkZcnNzo4SEBCIiKi4upilTppCqqiqFhoa2ut+PHj0iPj4+JhgAgISFhUlERIRkZGQoKiqKOBwOpaen07Fjx0hbW5vk5OSoY8eOJCwsTLq6uqSqqkqSkpK0YMEC0tLSolevXjVZx9atW0lHR4e5Vg4cOJAGDRpEioqKJCEhQd27dydhYWGKj49vMZhZVFREmzdvJh0dHeLh4SEANHLkyF8KhvyZ9evX09SpU2nWrFk0ZMgQYrFYZGNjQ4aGhsw85eXldPr0aXJxcSEJCQmytramvXv30vv3739bP77Hrl27SFVVlZKTk/+W9f0dbNy4kYYOHUpcLpc+f/5MgYGBJCAgQABIUJCP8l55tC0wUnH6H9qSfw4Oh0OPHz8mc3Nz0tHRIS8vL1q5ciVNmDCBrK2tSV9fn0RERIiPj49ERESoT58+NGnSJPLy8qL9+/fT1atXKSEhgQoLC785qI2KiiI5OTk6ceLE37JNNTU19PLlS7p48SL5+PjQpEmTqGfPniQrK0sSEhJkZmZGY8eOJW9vbzpz5gwlJCRQRHzxzAABAABJREFURcX3A2JcLpcMDQ3p9u3bbe7P9u3bac6cOT+7OW2ipqaGbt26RZ6enqSqqkodOnQgEREREhcXJ01NTRIRESErKyvy8/OjN2/e/JZ1stlsOn36NBkaGpKFhQXt37+fhg8fTmpqanT06NFWBdQ+fPhAlpaW5Orq+o8/MGzn76E9MNJOOz+gtraWxMXFqbi4+KeWf/z4MSkpKdHevXt/c8/+Gj58+EBycnL0/Pnzf2T99+7dIy0trW8GGa5evUry8vI0YcIE2rhxY5PPxMXFmwywc3NzSVVVlc6dO9eqdefm5pKhoSEtW7asVU8IQkJCiMVi0fHjx1vVfmu5desWGRoakq2tLb1+/fq3tv01/v7+1K1bNyYrhsvlUlJSEq1du5Y6depEqqqqNH/+fDpz5gwtWLCApKWlSVJSksaPH9/qzJX09HSSlZWlsrIyGjRoEB05coRu3rxJffv2JSKi+Ph4cnV1JRkZGVqwYAG9ffv2p7aFw+HQjh07SE5OjgICAqhfv34kJCRExsbG5OXlRSwWq0mg5FdYsWIFrVu3rtXz5+TkUHBwMLm7u5OKigqpqqrSxIkT6fjx40wGBIfLpUOpz9oUFNn2PJYCgg5SXV0ds64JEyZQUFAQpaSkUEhICDk4OJCmpiaZmJiQsLAwaWtr07Bhw2jZsmV0/PhxevLkyXdvvufOnUsaGhqkoKBAERERRPTlPNmzZw9JSkqSmZkZ9e7dm8TExMjAwIAmTpxI+/btI1dXV+rWrVubrptlZWW0bds2UlZWJiMjI5KWlqY5c+ZQeXl5q9to7J+8vHyTwEhjsIyXl5eUlZVJVFSUFBQUqEOHDmRhYUEnTpygqKgomjJlCrFYLNq2bRtzI2xnZ9ckEFZVVUWysrIkIiJCM2fOJENDQxIQEKCOHTuSvb09FRUVUXR0NPXs2bNJv7Kzs2nr1q2kp6dHfHx8JCQkREOHDiVfX18aMGBAm7axNeTk5JCMjAxVV1dTTEwM9erVi65du0bW1tZ0+PBhGjJkCImLi9PQoUPpyJEjVFRU9Nv78C24XC6tWLGC9PX1W53N9G/g9evXJCsrS1FRUeTp6UnS0tI0fPhwmjdvHgkICJC0tDR9zI0mKl7QuqBI6Xoizo+zr/5b4XK5FBQURCwWizZt2tTkvoDL5dKnT59o7ty5JCkpSXPmzCFvb2+aPn06DRkyhExNTUlWVpaEhIRIS0uLevfuTa6urrR48WLy9/enCxcu0KlTp0hVVZVWr179j2YFfPr0iR4+fEjHjh2jlStX0siRI8nExIQ6dOhAKioqNGDAAJo5cybt3LmTrl27Runp6cyDm4MHD5KDg0Ob1/nw4UPq1q3b796UVpGZmUkBAQHUt29fEhISInFxceLn52cCyx07dqRly5bRgwcPfioj6GvYbDadO3eOjI2NyczMjPz8/Kh3795kZGREV69e/eFxr6mpITc3N7KwsKAPHz78Ul/a+c+nPTDSTjs/4M6dO2RhYfFLbWRmZpKenh4tW7bst5RC/NUcPnyYevTo8cs/SG2Fy+VS3759KTg4uMXPw8LCSF5enh4/fkzHjh2jsWPHNvncwMCASfH//Pkzde7cuUlWyfd48+YNaWhokJ+f3w/nZbPZtGrVKlJXV2dKeX4HmZmZ5OzsTNra2q36wf4VYmNjSV5e/puBCDabTfv27SMdHR3mqZyCggI5Ojq2ufxl/PjxtGnTJrp79y7p6upScXExiYqKNrnJfffuHS1btoxkZWVpxIgRFBsb2+rtLygoIHt7e7K0tKSsrCxmenBwMAkICBAPDw+5uro2KZ/4FS5evEhDhgz5bn/Onj1L06dPJx0dHWKxWDR69Gg6cOAApaWlfXO7XpUUtikwcvZ5PNnZ2ZGmpiYdP36c2Gw29evXr8nTQ1dXVzpy5AgRfUkxTk1NpdDQUNq0aRO5ublR586dqUOHDqSpqUlDhgyhJUuWUHBwMMXHx9PLly+ZLJRRo0Y163dhYSG5ublRx44dKTIykhITE+nAgQM0efJk6tSpEwkICJCIiAjNmjWLzp8/Tzk5OT88phkZGTRw4EBSV1enjh07komJCR0/frxJ8Odb1FSX0Lu0k5Sf6kXvX86gtMcT6fLJYeQ6Qo8EBHiZ/vDw8NCwYcOIxWLR+fPnqbS0lFasWEEyMjK0fPlyKikpadLurFmzKCAggLKzs2n//v1kbGzMpPl7e3vT48ePqW/fvuTk5ES7d+8moi+llNOmTaPk5GTy9vYmPT09EhISIgEBAbKwsKALFy4w5//UqVPJ39//h9v3MwwePJhOnjxJFy5cIG1tbTI2NiZ+fn4aNWoUnTlzps1Bp99BQ0MDTZkyhczNzf/WYMxfTW1tLRkYGJCuri4pKCjQ6tWrmcBnRUUFGRoa/v/fi7pEouIlPwiKbCJi/74Sg38zOTk5NHjwYOratWuT8shGHj16RNra2jR9+vRm1/nq6mrKyMig6OhoOnXqFPn6+tK8efNoxIgRZG5uTkpKSsTDw0MdOnSg7t27k7OzM82ZM4d8fHzojz/+oDt37lBaWlqbM+5+BxwOh7Kzs+nmzZu0Z88e8vT0pEGDBpGGhgYJCQmRgYEBDRs2jDp06ECbN2+m+/fvU0FBQat+O2tra0lEROSHWSl/NTU1NXTjxg2aMWMGKSkpkbCwMAkICJCkpCTJysqStLQ0TZ48ma5cufJLx4DD4VBISAiZmppS586dadWqVWRkZES9e/f+YUYxl8slb29vUldXb/H8a+e/h/bASDvt/IAVK1bQ6tWrf7mdT58+Uc+ePWnMmDGt0q34J+FyudS/f3/atWvX37reyMhI0tPTa3Hg/XVQhOhLpkHXrl2bzDNw4EC6efMmNTQ0kJ2dHXl4eLTqBuHp06ekqKjIDCC/R0lJCdnb21O/fv1+m55IZWUleXl5kYyMDG3ZsuUvPz8KCgpIVVW1xXKQT58+kZ+fH2lpaZGZmRkdO3aMKisrafDgwWRiYkJdu3YleXl5mjFjBkVGRrYqSPL69WuSk5Ojz58/k5WVFZ0/f56MjY3pyZMnzeatqKiggIAA0tHRoR49etDp06e/W6IUGRlJysrKtHLlyibznT9/nuTl5cnLy4sWLVpEgoKCJCUlRefPn//lgNO7d+9IXl6eaae0tJSuXLlC8+fPJ2NjY5KUlCQHBwfy9/enpKSkVgdDuVwuRedntyooEvI2hRr+r9179+5Rr169yMjIiOTk5CgjI4NpT0lJifn/WzQ0NFBaWhpdvnyZNm/eTOPGjSMtLS0CQFJSUmRjY0MKCgrk5OREjx49ajaYvnr1KqmqqpKHh0eT8pnS0lIaN24cycnJka2tLSkoKJCioiI5OTnRli1b6Pbt24wWSX19Pfn4+JCsrCz5+flRfX09cblcunHjBtnY2JCKigr5+flRWVkZcTgcunTpEnXt2pXWrl1Lo0aNouULrKn07cxvDjJzkqbRMFtDpqQBAM2cOZO2b99OcnJyNHXqVMrNzW2yXbW1tRQVFUV9+/YlGRkZkpOTIzc3N5KQkCAxMbEmTw8tLCzIysqKLl26RA8ePKAuXbqQjIwMSUpKkqSkJGlqapKfn1+zawaHwyF5efkfHqOfIT09ncaOHUsSEhIkISFB8vLytGzZMnJ2dv7t62otVVVV5ODgQLa2tv/4gOx3kZ+fT97e3iQlJUXi4uJ08uTJVgXyiF1MVHmRqGR584BI9R0ibiva+B+Cy+XSkSNHiMVikbe3d7PfhfLycho/fjwZGBhQYmJim9ouLy8ne3t76tKlCx07dox2795NS5cupbFjx1Lfvn2pY8eOJCQkRNLS0mRsbEx2dnY0depUWrduHR06dIiuX79OSUlJVFxc/LdlnlRXV1NSUhKFhIRQv379yMDAgCwtLZnMTnNzcxo/fjxt3LiRzp07R8+fP28WWLCysqI7d+78Lf1tLRkZGbRr1y6ytLQkQUFBJlAiIyNDwsLCZG9vT0eOHPnp+y8Oh0OXL1+mbt26kYmJCc2ePZvU1NTI2dn5h6WMZ8+eJRaLRVevXv2pdbfzn097YKSddn5At27d6P79+7+lrerqanJxcaG+ffv+dGnO38WbN29IVlb2b0tz5nK5ZGlp2aIYWHh4OMnLyzcRsi0vLycREZEmg85JkybR4cOHaebMmWRra9sqzY87d+6QnJwcXbp06YfzJicnk46ODs2fP/+36IlwuVw6c+YMqaqq0tixY5sNzP4K2Gw2WVtbk5eXV5Ppz549oylTppCUlBS5u7sz+5rL5ZKHhwcNHDiQEcPNzMwkPz8/Mjc3JxaLRVOnTqWIiIjvDgbGjBlDfn5+FBYWRl26dKFp06bRnj17vtvPy5cvU79+/UhVVZV8fX2bPMmvr6+nFStWkLKyMkVFRTHTS0tLafz48aSnp9fkfMnMzCQLCwsSFBQkCwuLny7ZIfoSyJKSkqLZs2dTjx49SExMjAYOHEhbtmyh+Pj4XxKU5XK59KL4I+14dr/FgMiul3F0/0MOsf8UbOFyuXTlyhXi4eEhMzMzioqKorS0NFJRUWnTjXpVVRVNnz6dtLW16eHDh5SRkUFXr16lVatWkaioKFMPrqqqSoMHD6aFCxfSoUOH6ObNmzRp0iRSUVFppqm0ceNG0tPTo9zcXMrOzqZz587RwoULqWfPniQiIkJaWlokLS1NRkZGdO3atSaZasXFxRQdHU1Lly6ljh07Ej8/PwkICJCgoCABIH19fXp8f3uryhJqP3iSdV81AsDoeujp6TURks3JyaEDBw6Qo6MjSUhIkIWFBY0ZM4b69u1LHA6H9u/fT1paWjRv3jxmmbq6OtLW1iZxcXGSlZUlNTU1RtNk5syZ9Pjx428eg4cPH5KRkVGrj8/3aCyFW7duHZmYmJCCggJ5eHiQhIQEBQcHU79+/ejUqVPk6ur6W9bXVkpKSqhXr140bty41gUO/oPhcrl07949Gj16NElJSdG4ceNISkqqRVHiHzfGJmJ/IGrIIWKXELULPX6X3Nxcsre3p86dO7cYAPnjjz+IxWLRzp0725Shy+FwaMmSJaSnp9ei4HBj6c7z588pPDycDh48SGvWrKEpU6bQ4MGDycjIiCQlJalDhw6ko6ND/fv3p/Hjx9Py5cspICCAQkND6fHjx5SXl/fbs3Fzc3NJWlqaCUwXFRXRgwcP6OjRo7RixQoaPnw4GRkZkbCwMKmpqZGNjQ3Nnj2bBgwYQBMmTKDMzMy/PUO4NVRXV1NERARNmjSJ5OXlSVBQkHh5eUlCQoKEhISoa9eutHXrVkpNTW1z21wul8LDw6lHjx5kYGBA48aNIxaLRdOmTfuuxlJcXBwpKyvTjh072kVZ/wtpD4y00853KCwsJAkJid8qqsnhcGjhwoVkaGjYJO3/P5FNmzbRkCFD/paL/7Vr16hTp07NfpyvXbtGcnJyLbr7qKioNBngenl50aBBg8jExKRVKeKhoaEkJydHd+/e/eG8Fy5cIBaL9duE2hITE6lPnz7UpUuXv9WNYdWqVWRjY0NsNptqa2vp5MmTZGVlRWpqarRly5Zm6vBeXl5kZmb2TZeR7Oxs2rlzJ/Xs2ZNkZGRo4sSJFBYW1sxRKCkpiRQVFamyspJMTU1pwYIF5Obm1qo+P3v2jMaPH89oTty+fZssLS3J3t6+yVOjO3fukLq6Os2ePfubZTMXL14kKSkpEhQUpKVLl37X+aiRuro6iomJofXr11Pfvn1JVFSUpKWladSoURQdHd2qNtpCQUEB6ejpkbnTULqWlUqXs1Pp+rt0Svz0gaq/E3TJzs4mVVVVOnPmDOno6JChoSENHjy41etNTk4mIyMjcnNza/H78/LlS5KTk6Pbt2/T27dvKTw8nHx9fWnixIlkZmZGoqKixGKxqEOHDqSrq0vbtm2j2NhYKikpIT8/P9LW1m4SaC0rK6MZM2YQi8WiiRMn0tChQ0lJSYnRYhATEyNhYWHq1q0bTZ8+nfbu3Uvnzp0jV1dXJuvDorsKcYrmt1rIsiDVg6QkhZjgiImJCY0cOZIWLVpEnTp1IhaLRePGjaOTJ08yZR6JiYlkYmJC9fX1pKqqSuLi4pSamkrnzp0jNzc3kpKSIiEhIeLh4SFJSUkaOHAgSUhIUFpa2g/3+YoVK2jVqlWtPkZ/hsPhUFxcHC1btox0dHRIU1OTFi1aRLGxscy1dMGCBTR27Fjq378/HTt2jNzd3X96fT/L+/fvycjIiBYuXPivKCf9Fo1iqsbGxqSvr0+7d++msrIycnZ2pjVr1vzT3fufgcvl0rFjx0hOTo7Wrl3bLNCWmZlJlpaWZGtr22ZdiP3795OCggLFxsb+VN8qKiooNTWVoqKi6Pjx47R582aaPXs2OTo6Uvfu3UlBQYEEBARIVVWVLC0tycXFhebPn0/btm2j06dP0/379ykzM7PNvytubm60Y8eO787DZrPp7dv/x95Zh0W1vW9/iUj3JN0pDVLSSEhjBxaoiKAoiqJigIqdmNitKHYXBgYqFmJii4GCqKDAMPt+//DHvIdDDQji9zif6+I6x9l7r732zOw9a93ree7nGY4dO4YlS5bAx8cHdDqdJ+YaGRkhODgY48ePx7p165CZmVmvge3v5smTJ5g3bx6srKzQrl07CAsL86JKlJWVazz7+IGiKBw7dgx2dnbQ1dWFv78/FBQUEB8fX6eB+MuXL2FqaorBgwf/z4u8AqojEEYECKiHHTt2IDAwsEXaXrx4MZSUlJrVo6K5KS8vh7GxMXbu3Nmi56EoClZWVjUq/1SJIlevXq31uE6dOuHIkSO8fw8ePBiSkpJ8lfRct24dFBUVkZ2dXe9+lZWVmDBhAtTV1Zvls/r48SOGDRsGJpOJVatW/dZVmkOHDkFFRQU3b97EpEmTwGKx0KlTJ+zbt6/WKIfFixdDX1+f71J6b968wdKlS+Hs7MxbRd23bx/PxDIkJASLFi3Cjh07YGlpCXV19Ub1Pz8/HyEhIWjTpg3at2+PM2fOgKIo/PjxA6NHj4aSkhKOHj3aYDulpaUYMWIE2rVrBwaDwTMVraKyshLXr1/HnDlz4O3tDWlpaVhZWSEuLg7Hjh3Dt2/fMG3aNIwfP75R/eeHb9++oUOHDkhISICbm1ujKlqdO3cOjo6OAH5G1Nja2kJOTg7BwcH1rmRTFIUVK1aATqdj48aN9Q6CT58+DSaTWWvIcVU+/N69e+Hq6soze5WSkgKbzYaenh6kpaV5E3UpKSloaWlBX18fYmJiMDQ0RM+ePTFp0iRMnToVo0ePhq+vL2g0GlRUVNC1a1fMnTsXnp6evIiPXes6N7r8afyoDtWq1UhKSsLKygpXrlyp9X4sLi6GlJQUFi9eDAUFBaipqUFaWhru7u68stBVA/QXL17g06dPkJGR4WsyYWRkVOfzrS44HA7Onj2L6OhoKCsrw9DQEAkJCbh582at58zJyQGNRoObmxvWrFmDsLCwRp3vV3nw4AHU1dUxZ86cP2aC1Vhyc3OrmamePn2ady3p6ekwMDBodoFUQMO8efMG/v7+MDExqfFbXlFRgcmTJ4PNZlcbJ/DDsWPHwGAweCWXm5vaShbHxsbySharq6tDREQEdDod5ubm8Pf3R0REBKZPn47169fj5MmTyM3NrSZgZ2VlQUNDo1Fjirdv30JBQQFcLhelpaW4ffs20tLSMH36dPTr1w82NjaQlZWFvLw8bG1t0b9/f8yYMQO7d+/GnTt3WrVSy/fv33HkyBH07t0bCgoKPHNtcXFxSElJoWfPnti/fz/fviQUReHUqVNwdHSEhoYGnJ2dwWAwMH/+/FrTm79+/YqAgAC4ubn98RHgAvhHIIwIEFAPgwYNQkpKSou1n56eDjqd3ugf7d/JlStXoKio2KIP/v3798PMzKzaSuLRo0fBYDBw5cqVOo8bOXIk5s+fD+BnSLqMjAw6duzY4PnmzJkDDQ2NBsvCFRUVwcfHB66urnyLA3XB4XCwbNkyMBgMjBgxoobBY0uTl5cHOTk5uLi4QF5eHiNGjKi34s3WrVuhqqra5FSqd+/eYcWKFXB3d4esrCx69uyJOXPmQFFREd++fYOWlhZkZGTw9u1bvtorLS3F4MGDoaOjg8zMTKxcuRL6+vowMDCAsrIyQkJC8OnTp0b18cmTJ7C0tISwsDBsbGwwffp0BAcHQ15eHkZGRoiOjsbevXtr/e5XVfdoTioqKuDt7Y2wsDBQFIUFCxZgyJAhfB+/ceNGhIaGAvg5yFNVVcXt27cxf/58MJlM9OvXr0YKUWFhIUJCQmBhYcF3OPKGDRugqanZYI732bNnoa2tDUNDQwQFBcHQ0BBCQkIghEBISAjCwsKQkZFBhw4dEBERgeXLl+PcuXM17jWKopCXl4dt27Zh5MiRYDAYEBISApslh4r3IxotjOReDuUJI/Ly8nj27BlcXFwQGhpaQyB89uwZFixYAGFhYbRp0wbCwsIYOnQoAgICICsri379+vHS8YyMjAAAFy5cgJ2dXYPv45MnT8BisfiKoCgrK8ORI0cQHh4OOp0OKysrzJw5k+/yvvr6+jAzM8OKFSsQERHB1zHNQVZWFlgsVp2G2n8yFRUV2LNnD9zc3GqYqVbx+fNnKCkp/daoPwHVoSgKW7ZsAYPBwKRJk2oIVOfPn4eqqipGjhzZKP+uO3fuQE1NDTNnzmwVQY/L5eL9+/e4ceMGDhw4gOXLl2PixInVShZLSkryKoJ16tQJDAYDXbt2xYoVK3Dw4EFkZ2fjw4cP9T5jNDQ06h0LUBSFDx8+4OLFi1i7di3GjRvHe56LiopCTU0Nnp6eiIqKwtKlS3H8+HE8f/78t6fmPH78GDNnzoSpqSnatm0LISEhiIiIQFhYGI6OjkhNTcX79+8bbIeiKJw9exaurq5QUVGBubk51NTUsHHjxhrXVFlZiTFjxkBXV7fZygwLaF0EwogAAXVAURSUlZVb/GF36dIlsFgspKamtuh5foXo6OgWW2XkcrkwNTWttjLOjygC/Ax5DQ8PR15eHthsNpYuXQpTU9M696coCmPHjoWRkVG9OaTAz1VWbW1tjBo16pc8IwAgIyMDJiYmcHNzw927d3+prcby9etXLF68GGJiYmCxWFi+fHmdaTFVHD16FCwWq2n58rVQUFCA1NRUeHl5QVhYmOcxQqPRkJ6e3uDxd+7cgaGhIUJDQ3l9r6ysRHJyMmRkZGBkZARFRUXMmDGDb3Hk6dOnWLNmDXr37g1ZWVm0adMGQkJC6NatG19eLwUFBZCVlW22tACKotCvXz/4+/vzvm+PHz+GoqIi3+dITEzkecc8e/YMLBaLN6D/8uULpk6dCgUFBURFReHt27e4cOEC1NTUEBMT0+jV7smTJ8PW1hbfv39HeXk57ty5g61bt2L8+PHw9fWFiooKpKSk0KFDB1hbW0NCQgKOjo5QUFBASEgIFBUVkZOTgzdv3uDEiRNYtGgRBg8eDAcHB8jKyoJOp8PFxQWRkZFYtmwZzp49i/fv3/Oup6ysDPduH2q0KFL1Z2CgDSEhIdBoNOjr6+PRo0fw8fFBSEgIrl+/jqlTp8LMzAxMJpP3XRUXF4e4uDjs7OyQmpparTS4jIwMfHx8AACrVq3i63m5cOFCDB48uM7t3759w+7du3npOk5OTli0aFGTxMqYmBgwmUwsWbIEI0aMaPTxTeHYsWOg0+k4dOjQbzlfc1FlpqqsrAxHR0fs2LGjznD5IUOGYNiwYb+5hwJq4+3btwgKCkL79u15Ju1VFBUVoVu3bjAxMWnU71p+fj4sLCwwaNCgPzJlgqIoFBcX4969ezhx4gQiIiKgrq7OK1lsZmbGK1msoaEBR0dH9OzZE2PGjMHChQuRlpYGT09PnuF1Y+FwOMjLy8ORI0ewaNEiDBs2DO7u7lBWVoaYmBiMjY3RpUsXTJgwARs2bMDly5cbvYDRFEpLS3HgwAGEhIRARkYGQkJCEBISQtu2baGtrY1p06bhwYMHDQpe58+fh4eHB9hsNrS1tdG+fXscPny4xnFr1qwBk8msVhFOwP8mAmFEgIA6uH//PtTV1X/LSsHjx4+hra2NSZMm/ZGhxl+/foWqqmqLuJenpaXB2tqad91VIawNiSLAz9SBDh06QE9PD8uXL0dBQQFoNFqt+3I4HAwaNAh2dnYNRr+kpaWBTqdjy5Ytjb+gf/Dy5Ut0794d6urq2LNnz2/9bO/fv88L/dbQ0ICrqytfE+zLly+DwWDg8uXLLdKvEydOgEajwcvLC4QQqKioYPPmzbXm8lIUheXLl9fwdnn69CkcHR3h6uqKly9fAvgpngwaNAhycnKIiIiosQKWn5+PrVu3IiwsDBoaGmCz2ejTpw/Wrl2LZ8+eoaSkBEOGDIGwsDCUlZUbLN8HAOrq6s0mnI4bNw52dnY1wn719PT4TuEaNGgQ1qxZA+BnVEePHj1q7FNQUICYmBiIi4tDQkKiUaHiFEXh5cuXOHz4MJKTk6Gurs4zwdPX10f37t2RlJSEffv24enTp7zv240bN2BkZARZWVlYWVnh4cOH2LZtG9hsNm7fvl3refLz83Hq1CksWbIEQ4cOhaOjI+Tl5UGj0eDk5ISIiAjsS5vdZGEE3BKUlZXh06dPmDdvHi+iRkJCAuLi4hg5ciSOHTuG1atXw8HBgRctcvz48VrfG1FRUd4E+Z+RbPXh4uJSo7pBUVERNm3ahKCgIEhLS8PLywurVq3ia6WzPtLT0yEsLIwpU6YgNjb2l9rih61bt4LJZPJ1H/0J/NtMNSIiotbv5j85d+4clJWVqwlkAloXiqKwfft2MJlMxMfHV4sQ+WdVm+XLl/P9e/zt2zcEBATA3d29Ts+JP4UqH6R/pxXVV7JYXV0dEhISaNeuHdhsNqytrREUFISoqCgkJydj8+bNOHv2LB49etSokvffvn3DzZs3sXPnTiQmJqJv376wtrbmmVTb29tj4MCBSE5ORnp6OnJyclqkIh9FUXj06BESEhKgp6cHISEhtGnTBm3btuWVAr548WK9ES6ZmZnw8vICnU4Hm82Go6NjjTHq2bNnwWQy/+hFTgENIxBGBAiog8WLFzcqjP1X+fDhA6+82p+4MnHgwAHo6uo2a05pZWUlDA0Neb4Qx48fb9Sk/NWrVxAWFuYN9CmKgqioaI0+/vjxA0FBQfD29q73h72yshLx8fFQV1dv0HukPr5//47ExEQoKChg2rRpfOe4/iocDgd79+7llVdNSEjAggULoK+v32CUCPDTXJPFYvHl0/EreHp68rwOpKSkEBgYCGlpafj6+mL9+vUoLCzkpXhYWlryTCz/ObBdsGBBrULPu3fvMGXKFNDpdFhaWiIgIAAGBgY8b4Bly5bh/v37dQ6KHzx4AGNjYwgLCyMwMLDelKdu3bph69atv/x+LFq0CPr6+rWupMXGxmLatGl8tePm5oZTp04B+Fmhafny5TX2efXqFZydneHg4IA+ffqATqdj5syZNe6L4uJiZGZmYsWKFYiMjISjoyNkZWXBZrPh6emJ2NhYrFmzBpaWloiJiam1P9++fcOoUaPAYrGwadMmVFZWIiUlBTQaDcnJydixYwdYLFatZZtrg6IovHv3DmfOnEFKSgqSpkY2URgZix/fS3D48GEMHjwYTCYTqqqqkJSUxObNm3n3j6ysLEJCQjBx4kRISEjA3Ny8zr4JCQlh7ty5AH56H/3bt+bffPr0CdLS0vj+/TvevXuHVatWwcvLCzIyMggODsbmzZubNd3u6NGjUFZWRufOnVvEG+efLFq0CKqqqs0WcdaS1GWm2hA/fvyArq4u9u/f/xt6KaCxvH//Hl26dIGhoWGNCezDhw9haWmJwMBAnsFyQ1RWVmLkyJEwNDT8pYpmv4PZs2ejf//+fO+fnZ0NIyMjcDgcvHnzBlevXkV6ejqWLFmCcePGoU+fPnBxcYG2tjbExMQgJycHY2NjeHt7Izw8HFOmTEFqaiqOHj2KO3fuNFiyuOo5fv78eaSmpmLs2LEICAiAvr4+L7LF29sbI0aMwLJly3Dy5Em8ePGi2aIzS0pKsHv3bvj4+EBCQoIXLSoiIgIPDw+kpaXVOU68evUqfHx8ICcnBzk5OQQFBVVLQX38+DH09PQQGxv7R1b5EdAwAmFEgIA68PX1RVpa2m89Z2lpKYKCguDu7v5HrkJ169btlyoo/JuqiigURfFEEX5XGCmKQp8+fdCuXTvk5+fzXtfS0qpWaq+4uBguLi7o2bNnvYJTYWEhvL294e7u3mQ/EYqisGfPHmhoaKBbt26/rdTxhw8fMHPmTKiqqsLe3h7btm1DWVkZbt++DTqdztcEpaqiSXNM9Bvi4sWL0NTUxKtXr0AIwd27d/Hlyxds374dXbp0gYSEBMTExNCpUydeWsuHDx8QFBQEMzMz5OTk1Gjz69evOHLkCMaMGQMLCwtIS0vD2NgYTCYTOjo6WLt2Ld+rUVUVDyQlJSEmJoYlS5bUOtCbM2dOnaIAv1SVa67ru3L27FlYW1vz1ZaWlhZPRNLU1Kzxue/fvx9MJhMzZ87kDdpycnLg7e0NOTk5eHp6onPnzlBTU4OkpCQ6dOiA8PBwLF68GGfOnKn1vigsLIS+vn4NEebgwYNQU1PDgAEDakw+Xrx4AW9vb5ibm2PhwoVNj1CiuEDRlEYLI1mnB0NWVhZOTk5YsGABnj59ilevXqFPnz4QEhKChoYG7OzsYGVlhaKiIpiZmUFMTAxdu3atvRsUBUII9uzZAwBQVFTkRTLVxcKFC2FsbAxHR0fIycmhT58+2LNnT6NWZBvD4cOHYWtrCzqdXqNUd3NBURTGjx8PAwODBq+/tcnNzUVUVFStZqr8MHHixDq/DwL+DCiKwq5du8BisTB27NhqCybl5eWIi4uDsrIyT0zmhyVLlkBRUbHRhsm/k8LCQsjJyfFdjYfD4UBKSoovIfafJYuPHDmC1atXY8qUKXWWLHZxcUHfvn0xfvx4LF26FHv37kVWVladJYsrKirw+PFjHDp0CAsWLEBERARcXV2hpKQEcXFxmJiY8MahmzZtwpUrV35JQKYoCg8ePEBsbCzU1NR4pt5CQkLQ09PD/Pnza30fr1+/Dj8/P0hLS0NSUhJhYWG8cWhRURHc3d3h7++Pr1+/gqIobN269bctkAn4NQTCiAABtVBWVgZpaelWcZqurKxEVFQUjI2N+aqu8jt5+/Yt6HQ67ty588ttcTgc6Orq4vTp040WRYCfHgc2Njaws7OrluLj5OSEc+fOAfg5mbawsMDw4cPrVe/v3r0LLS0tjB49usl+Ivfu3YO7uzuMjY1bJOXo31AUhatXryI0NBRycnIICwurFuVSXFwMHR0dbNu2rcG2CgoKoKenhyVLlrRkl6tRVTqUzWbDz88PwM/v/rRp08BisRAfH48ePXpARkYGpqamkJWVRXR0NM8L48ePHzh79iwSEhLg4OAASUlJuLq6IikpCZmZmTwRjKIonDhxAt7e3mCxWJg2bVqDpqFVfPv2Df3794ewsDC0tbVrhNafOXMGDg4OTX4PTp8+DQaDUa/vTEVFBeTk5Bo0qa2srISIiAjKysrw6tUr0Ol03kTv+/fvGD58OFRVVbFgwQLMnj0bffv2hampKcTExKCnpwcPDw/o6OiAyWRizpw5jco3r/L4OXz4MN68eYMuXbpAV1e33nxriqKwadMmMBgMdO/eHQwGA+fPn+f7nDy+H2+0MBLsq8cTflxdXXnVckJDQ3nVefbt24eYmBhoaWmBTqfD1dUVbm5utXahrKwMbdq0wc2bN1FUVAQpKalaJ9kPHjzAzJkzYWlpCRERETg5OeHIkSO/pZrJoUOH4OvrCwUFBYSHhzd7+xwOBwMHDoStrS3fq/C/m4qKCuzevRtubm5gs9m1mqnyw507d0Cn0/k2jhbQuhQUFKBHjx7Q09OrMcY4deoUlJSUEBcXx3ek7sGDB0Gn03lC6J/IsGHDMGXKFL73d3Nza9ZI0aqSxWfOnMGmTZuQnJxcZ8liW1tbdO3aFTExMZg7dy62b9+O8+fP4+nTp9UWM75+/Yrs7Gxs374d06ZNQ+/evWFlZQUpKSnQ6XR07NgRgwYNwuzZs7F3717k5uY2+tlaUlKCzZs3w8nJCSIiIryy7jQaDUOHDsW9e/eqPdtv3rwJf39/SEpKQkJCAmPHjkVxcTEqKiowdOhQmJiYYMKECSCEYOnSpQCACm4l7hUV4OSbpzj08hFOvnmK3M8FqPgfLmP+X0IgjAgQUAsZGRmwsbFptfNTFIV58+ZBRUWlwTzn383q1atha2v7y2GC69evh4uLC08UyczMbNSxmpqaeP/+PQYPHlxttbp3797YunUrnj9/Dl1dXUyZMqXelcBdu3aBTqc3OVKiqKiIVykjJSXll41aG+L79+/YsGEDrK2toampiXnz5tUQ8CiKQnBwMIYPH95ge1+/foW1tXWLrSLXxZkzZ6Cnp4dBgwZBQkICV69ehbOzM9zd3XkrL1+/fsXAgQPBYrHg4eEBKSkpaGhoQE/v58TW1tYWEyZMwKlTp/hK8crNzcWQIUMgJyeH8PDwWiNPaiMnJwd6enpo27Yt+vTpw1vVLy4uhqSkZJM+85s3b4LBYPBEvPro0aMH1q5dW+8+r169gpKSEgAgNTUVrq6uWLVqFXr37g1JSUm0a9cOdDodHh4eGDVqFNavX4/r16/XWMW6cOECOnbsCCMjI+zdu5fvVfSLFy9CUlIScnJySEhI4Ds65/379+jevTuUlZUhKyuL06dP83UcD6oM+JzEtyhyeEcgL3y6Xbt2MDQ0hLe3N1xdXaGoqAgpKSkYGRlBXFwc3bt3h4KCAoSEhLBp06Y6y0sXFxeDEIKioiJcunQJHTp0+Nk1ikJ2djYmTZoEQ0NDKCsrY8SIEThx4gRkZGR+2TekMRw8eBD+/v5wcXGBlZVVs7ZdWloKf39/dO7cucUiXn6FxpipNkRlZSU6dOjA8/IR8L/D7t27wWazERsbW+25V1BQgICAAFhZWfHtGZWdnQ1lZWXMmzfvj/SFu3//PphMJt/P4UmTJmHy5Mkt3KvqVJUsvnTpUo2SxR07dqxWstjMzAx+fn6IiIhAUlIS1q9fjxMnTiA3NxefP39Gfn4+MjIysHr1asTGxsLf3x+6uroQFRWFlpYWfHx8EBMTg+XLl+P06dN49epVg6k5FEXh9u3bGDJkCJhMJq+SmaioKNzc3HDs2DHeOPjOnTvw8/PjlX9PTk7Gjx8/YGNjwztOSVkZWR/eYFnuNSzIuVLjb9n9a8j++PaP/D79TQiEEQECamHChAlISEho7W5g586dYDAYOHnyZGt3hQeXy4WTkxNP/W4K5eXl0NDQwIIFCxotipw+fRpMJpNXpnLhwoWIjo7mbY+Li8Po0aOhoqJSbx8rKysxbtw4aGho4ObNm42+hsrKSqSmpoLFYiEiIqLFV0mfP3+OcePGgU6no3Pnzjh8+HCd4tTcuXNhY2PT4GpJWVkZPDw8MHTo0N/+Y0xRFBwcHBAZGQllZWWIi4tXS/G4ePEilJWVYWNjAx8fH8jKysLExASBgYFwd3eHnJwcHBwcsHDhwkaH7RcUFCApKYnnl3H06FG+BkkrV66EuLg4JCUlsWHDBlAUBX19/UaLl8+ePYOSkhLfK45btmxBUFBQjdc5HA5yc3Oxc+dO9OvXj2e027ZtW6iqqvIiaUaPHs13WDXw81qPHDkCMzMzdOjQocFQ8zt37sDW1hb6+vpgMplNWoXfu3cvaDQaxMTEGr0SS3Heo/zDxAZFketnQyEj/XMVUFhYGKtWrarRVlFRETIzM5GYmAhxcXFeWeGqEOvQ0FDMnj0bhw4d4hnMPn78GG3atAFFUVi9ejU6d+6M0aNHQ11dHTo6Ohg3bhyysrJ437Hjx4//UqRRU9i/fz8CAgIwdOhQiImJ8eU5xA+FhYXo2LEjQkNDm1TVoqWgKArnzp1rlJkqPyxatAguLi6Cycv/KB8/fkTv3r2hq6uLCxcu8F7/p9H3unXr+Pp8X716BRMTE0RERLT4gkhT8PHxwfr16/na9/Dhw/Dw8GjhHjWe+koWe3h41ChZ7OHhgQEDBmDixIlYsWIF0tPTkZ6ejs2bN2Pu3LkYMmQInJ2dwWazISEhATMzM/To0QMJCQnYsmULsrKy6kxj//btG1auXAkzMzMICwvzUm50dHSwcOFClJSU4N69e+jcuTNEREQgLi7OE0XatGmDfnOTahVE/v138s1TwfOlFREIIwIE1IKVlVXTwrpbgAsXLoDJZGLDhg2t3RUeDx48AI1Ga3Kqz6pVq2BpaQkGg4GLFy/yfdy9e/fAYDCQkZHBe+3YsWPVftBjYmIgISFRbwpJYWEhvLy84O7u3iRBIzMzExYWFnB0dGySqMIvXC4XJ06cQEBAAGg0GmJjY6v5p9TG+fPnwWKxGhQLKisr0b17d3Tp0qXVTMIOHDgAWVlZtG3bFlJSUrh8+TJSUlJgYGCANm3aQFFREREREUhLS6vhb1FeXo5jx44hPDwcNBoNNjY2mDt3Lp4+fcr3+cvKyrBx40aYmprC0NAQq1evbjDy5OvXr+jevTvatm2L9u3bIzAwsFGrxwUFBdDV1a3VGLW+Y6SkpHDw4EHMnTsX/fr1g7m5OS+POyQkBMHBwXB0dMSjR4+gpaUFT09PmJqa8gTEpsDlcrFz507o6urC3d29Rl59aWkpxo8fDwaDgdTUVHC5XMybNw8mJib48uVLo89XVFSEgIAACAkJNShMczgcnDt3DjExMVBXV4e1pQEunRqNyo+xNQSR4ufRmD7RCV5e7hATE0O7du0gISHRYOi4ra0thISEEB4ejtmzZ0NISAixsbGIjY2Ft7c3VFVVISEhAS0tLRBCYGNjA1FRUTAYDEyZMgV3796tdYA7fPhwzJ49u9Hvz6+wb98+BAUFITo6GsbGxs0S8fD69Wu0b98eY8aMaTZjxF+lqWaq/PD8+XPQaLRmq0QloPXYu3cvFBUVMXLkyGpRTvfu3YOJiQm6d+/Ol3fFly9f4OPjA29v7yY981qS48ePw9TUlK9JdpUZ9J8o8DTEv0sWr1u3DklJSRg6dCj8/Px4JYtFRESgoaGBjh07omfPnoiKisLo0aMRHR2NQYMGwd/fH+bm5pCUlASTyYSTkxPCw8Mxd+5c7N+/Hw8ePKiWonvt2jV07doVMjIyPAFEQUEBAwYMwOnTp9G2bVve6+7h/fgSRar+sj8J0vRaC4EwIkDAv/j48SNkZGT+qMow9+/fh4aGBqZNm/bHKMlJSUnw9/dvdH/KysrAYDAgJyfXKFHk3bt3UFdXr1a2Ffhp5FiVQnD8+HHIyMjA3t6+znbu3LkDLS0txMbGNnoQ8ObNG/Tt2xcqKirYvn17i30Wnz9/xuLFi6GrqwszMzOkpqbyFaL+9u1bKCkp1VlStAqKojBs2DC4ubm1SHk8fnjw4AEMDQ0hISEBYWFhSEhIQFJSEgoKCjA3N29UVaCKigqcOnUKERERYDKZsLS0RHJyMs+ItCEoisKZM2fg7+8PBoOBhISEBv0Dbt68CU1NTQgJCcHAwICvXOZv376hQ4cO9aYtffv2DVeuXEFqaipGjBgBV1dXKCgoQFhYGKampoiJicHatWuRlZVV7Tsxffp0TJgwAQcOHICQkBCioqKa7bOtqKhAamoqVFRUEBQUhJycHBw/fhxaWlro1atXtWiUqu+Wt7d3kyMIVqxYgbZt28LR0bGaIPb9+3ccPHgQgwYN4lUdSkpKQk5Ozv+/F7mlePPsMA7vicW0eBeMivLG2rWrUFxcDC6XC1VVVfj5+SEzMxOKioqYP39+rffxpUuXIC8vD09PT1haWiIyMhL6+vqg0WjIycnB9+/fsX//fvTu3RtiYmJo06YNnJ2dIS8vDyaTCXFxcZibm6NPnz6YOXMm9u3bh0ePHoHD4UBFReWXBKumkJ6ejuDgYERERGDYsGGws7P7pfbu378PNTU1XiWe1uafZqpdunRptJlqQ1AUBW9vbyQnJzdbmwJal0+fPiE0NBTa2trVUhp//PiBESNGQE1NrVpUSV1wOBwMGzYMJiYmf5QvHEVRMDQ05NvzzMDAALdu3WrZTrUiVSWLz58/j23btmHu3Lm8ksW2trZQVlZGu3btwGKxYGJiAgcHBzg7O6Njx44wMzODkpIS2rVrB21tbfj6+mL06NFYuXIlzpw5g/v37yMpKYk3JqgSRAghEJWQwMwrpxsljCy/fx2cP0Rs/tsQCCMCBPyLnTt3IiAgoLW7UYN3797B0tISYWFhf0TIcnl5OYyMjBpduScqKgrt2rXja8BRRUlJCaytrWstW8rlciEpKYl169bxashX5fj/m507d4JOp/NlSPpPysrKkJycDBqNhkmTJuHbt2+NOp5f7t69i4iICMjJyaFXr17IzMzke3DP4XDg7OzMV2nXqVOnwtLS8revcH348AE7duyAi4sLhISEICUlhY4dO0JMTAyenp4ghGDx4sW/NKGprKxERkYGoqKiwGazYWpqiqSkJL4nog8fPkRkZCTk5OTQv3//egeKFEUhJiYGbdq0gaysbL0pIBUVFfDx8UFYWBgoigKHw8GDBw+QlpaGyZMnIygoCFpaWhAXF4elpSUGDBiA+fPn48SJE3j37h2Sk5MRFRVVZ/thYWEIDAyEjIxMi/kj/fjxA9OmTYOoqCgkJSXrDNPmcDjo3LkzhgwZ0uTP8sqVK5CUlIS0tDSGDx/OW5lzcXHB4sWLa1Tx+fLlC9asWQN7e3uw2WzExcXV+pm/e/eOJ2K9fPkS5ubmGDBgQA0RydvbG/Ly8rh27Rq+fPkCFxcXaGhowNnZmXf9bm5uSElJQWRkJOTl5QEAKioqePbsGb5+/Ypr165h48aNiIuLg5+fHzQ1NSEqKgoRERH06tUL06dPR3p6Oh48eNDiK7V79uxBSEgIwsLCsGrVKigqKiI3N7dJbV29ehUsFgsbN25s5l42jiozVVdXV1558qoqVs3N1q1bYWpq+kf89gpoXg4cOAAlJSVERUVV+20/fPgwz6S3oc+doijMnz8fysrKuHHjRkt3mW9WrVqFwMBAvvYNCwvDihUrWrhHfzZVJYuzsrJqLVmspaUFERERSEpKgsViQVlZGSwWC5KSkhAVFYW2tja8vLygr6/PE0ZsQgIaJYpU/T34/GeaWP/XEQgjAgT8i7CwMKSkpLR2N2rl27dv8PX1hbe3d7PliP8Kly5dgqKiIt/l0o4cOQIhIaFGhXFXVlYiKCgI/fv3r3OSpaqqyqvu8fr1aygqKtZoIy4uDhoaGo1aEaEoCgcPHoS2tjaCgoKQl5fH97H8UlFRgV27dsHZ2RlKSkpITExsUrWDuLg4eHt7NxjSnpKSAl1dXb4rs/wKxcXFOHDgAGJiYmBiYgIZGRkoKSmBzWYjPT0dXC4XL1++hIiICOTl5REcHNysK7KVlZW4ePEiYmJioKysDCMjo3pTHP7Jp0+fkJycDCUlJbi5ueHgwYO1vrffv3+HmJgY/Pz8ICQkBGtr62qTM4qi8PbtW3Tq1AmGhobo168fLC0teSkYQUFBSEhIQFpaWr0T5JycHKirq9fa7zdv3kBeXh7GxsYIDQ3FggULGvlONQyXy8WaNWvAYDAwcuRITJgwAQoKChg+fHit39evX7/CzMysSSkj+fn5WLFiBezt7dGmTRuIiorCzMysRjUsLpeLjIwM9O/fH7KysggJCcGhQ4caJTKUlJSgW7dusLOz40W+ZGdnQ1ZWFl5eXvj48SPWrVsHHx8fCAkJQVxcHMOGDQONRuN5I/Xu3RtKSkr48uULJCUl670HJ0yYgNDQUGzevBnjx49HQEAAtLW1ISYmBmNjY/To0QOJiYnYvXs3cnNzm20ivnv3bnTt2hWhoaHYtGkT4uPjERsb2+h2jh07BgaDgcOHDzdLv5rC27dvMW3aNCgpKf2ymSo/fPz4ESwWC1lZWS12DgGtS1FREQYMGABNTc1q1bTevXsHLy8v2NnZ8ZWmmZ6eDjqdjoMHD7Zkd/mmtLQUdDq9wRRcAFizZg1CQ0N/Q6/+t6kqWXznzp1qJYv79u3Lizz5Z8RIrxkJTRJGTuc/a+1L/SsRCCMCBPwDiqKgoqKChw8ftnZX6oTD4WDo0KEwNzfnVe9oTYYPH44hQ4Y0uN+ZM2cgKSkJR0fHRrUfExMDNze3Wge+FEVh2rRpkJKSwpw5cwD8fH/atWvHm1B8+vQJnp6e8PDwaJSfyMOHD+Hj4wN9ff0GU1Oawj8H987OzkhLS2vyJGjfvn1QU1Nr8Pp27NgBFRUVPH/+vEnnaYjS0lKcPHkS8fHxsLGxgZSUFDp16oTk5GSsXbsWGhoaiIyM5Pl4bNu2DQwGAx4eHpCQkMC9e/fAYrFqVEppDrhcLq5cuYIxY8ZAXV0denp6mDhxIm7evFmvSFJeXo6tW7fC0tKS5w3y77QmMzMzXL16FWfPngWDwYCQkBAsLCzg5uYGOp0OMTExSEtLY9iwYUhNTcWVK1caLWxSFAV1dfUalXQOHToEFosFBQUF5ObmwtDQsNlXLO/fvw8nJyfY2NhUM7D8+PEjYmNjIS8vj/Hjx9cQSN+8eQNVVVXs2rWrwXM8evQIs2fPhq2tLeTl5dG3b1/s2bMHN2/ehKqqKvz9/UGn07Fq1So8f/4cSUlJ0NLSgrGxMRYuXPhLQh+Xy8W0adOgqqqK7OxseHt7Q0JCApaWlpCRkUG3bt2wY8cOpKamQl1dHQ4ODti9ezcYDAZOnz4NZ2dn6Ojo4MqVKw1WfLGwsKjVv6q0tBQ3b97Eli1bMGHCBAQFBUFHRweioqIwMjJC9+7dMXXqVOzatQv37t1rtBCwa9cudOvWDT179sT27dvx+PFjMBiMRrWzZcsWsFgsXL58uVHnbg5qM1NtjrLx/NCvXz+MHj36t5xLQOty+PBhKCsrIzIykveM5nK5WLhwId/RpllZWVBUVMSSJUtaurt8ER8fj5EjRza4X25uLrS0tH5Dj/77BAUF8YSRQUvnNEkYOfyKv1RgAc2LQBgRIOAfVOVN/yk+HnVBURRmzpwJNTU13Lt3r1X7UlxcDBUVlXrLjp45cwZ0Oh0KCgqNGswuXboUBgYGtUakcLlcREdHw8zMDPHx8YiLi+NtU1ZWxqtXr3D79m1oampi7NixfK8if/nyBWPHjgWdTseCBQuadSWSoihcvHgRPXv25A3u7969+0ttPnnyBAwGo8HVzBMnToDJZP7y+f5JeXk5Ll68iMTERLi4uEBSUhIdO3bE5MmTce7cOZSVlYHL5WL27NlgMplIT08H8NP8tmfPnjA0NER2dja+ffuGNm3aYP/+/QgODv6likf8QFEUrl+/jvHjx0NbWxtaWloYN24crl27Vue9T1EUzp8/j+DgYNBoNAwdOhSrV6/G1KlToa6uzhNAzMzMYG5ujrZt20JGRgb9+vWDvr4+Pn369Mv9jo6O5kXUlJWVYeTIkVBTU8P58+chKiqKFy9eQFZWttnMdH/8+IEpU6aATqcjJSWlznZfvXqFIUOGgE6nY+bMmdXC0W/fvg06nV6j8lTVZzBx4kQYGhpCUVERkZGROHnyZI17Li8vD2pqaggMDISsrCyEhYXRp08fXL9+vdme1Xl5eejXrx/PMI/FYmH//v3VzHizsrJgZWWFUaNGwcTEBHv37gWDwQCbzYaFhQXWrVuHfv361XmOV69egUajNSqi5fv377h9+za2bduGSZMmISQkBHp6ehAVFYWBgQG6du2KyZMnY8eOHbh7926dXjc7d+5Ejx490KVLF+zevRsA4OzszHcFoAULFkBVVbXJ6TdN5evXr1i+fDnat28PAwMDLF26tNnMVPnh+PHj0NDQ+CPLEAtoGT5//oywsDCoq6tXq8h18+ZN6OvrIzQ0tME01OfPn8PIyAgjRoxoNXPzKl6/fg15efkG7xsulws5ObnfWkb8v8qECRMgIyODkSNHYs/D24KIkf8hBMKIAAH/YMmSJRg8eHBrd4NvtmzZAgaDwbe5Vkuxb98+6Onp1Wr2WLWKPmTIEPTo0YPvNg8cOABFRUU8e1bzx6G8vBy9e/eGs7MziouLkZ6eDn9/f952GxsbJCYmgk6nY/v27Xydj8vlYsOGDVBUVERYWFizDg5KSkqQmpoKU1NT6OrqYvHixfj8+fMvt1taWgpTU9MGK5xcvXq10WWRa6OyshI3btzA3Llz4e3tDWlpaVhaWiIuLg7Hjh2r4b3y7t07eHp6omPHjrwqOSdPnoSKigpiYmKqTTqrVv+vXr0KVVXV32Z+TFEUbt26hUmTJkFPTw9qamqIjY3F5cuXweVy8eHDB5w+fRqLFi3CoEGDYG1tzYsAadeuHdq3b4+goCAEBgZWi/gpKiqCiYkJCCGwtbVtFmGkqszrw4cPYW5ujpCQEBQWFiI/Px8sFgu7d++Gr6/vL58H+Hnf6unpISQkhG/fhkePHqFnz55gs9lYunQpb5J+9OhRsNlsPHjwAGfOnEF0dDRUVFSgp6eH8ePH4+rVq7Wmn1SJJ8OHD4ecnBzExcXRq1cvzJkzBzQaDXPmzGmyNwdFUbh79y6mTZsGU1NTsFgsDBs2DFZWVj9LK/brV6NPHz9+hIKCAiiKwvTp06GtrY29e/eCEAIjIyOMGTOm3tSh5cuX1yucNIaysjLcvXsXO3bswOTJk9G1a1cYGBhAVFSU97lNmjQJ27Ztw+3bt7Fx40b07NkTAQEB2L9/PwBg8+bN6Ny5c73noSgKcXFxMDQ0/K3Gki1tpsoPJSUl0NDQaJGIQQF/PseOHYOqqiqGDBnCE0JKSkowdOhQaGlp4cqVK/Ue//nzZ3h4eMDf37/FfMn4pVevXli4cGGD+3Xu3Bn79u1r+Q79Rdwt/NAkYeS+wGOkVRAIIwIE/AM/P79Gm4m2NmfOnAGDwWi0oWhz06VLF0yePLnaa2fPngWdTsfhw4fBYDD4NsC8ceMG6HR6rVEQJSUl8PHxQUBAAG9i/eDBA2hrawP4mUqjq6sLBoPBt59IVlYWbGxsYGtr26x55E+ePMHo0aOhoKCAwMBAnDhxotnKWlIUhYEDB6JPnz71Thju378PFovVJE8AiqKQm5uLpUuXIjg4GPLy8jAyMkJ0dDT27t2LwsLCOo89fvw4FBUVMXnyZHA4HJSWlmLEiBFQUVGptgpXRXR0NOh0Os6cOYNOnTrVaezZUnz//h3Xr19HUlIS7OzsICkpCSEhIYiIiMDU1BSRkZFYtWoVLl26xBskf/78GfPmzQObzYaEhAT27t3LWx2sui/XrVsHFouFdu3a/XJVqSo/ExqNhpUrV/LaunTpEmxtbREdHc1LKWsqnz59wsCBA6GqqsqbQDeWmzdvwtfXFxoaGli9ejXS09NhZ2cHISEhmJubY+bMmbh//36d70VBQQEWLlwIExMTaGpqIikpCS9fvsSbN2+gp6eHpKQkPH36FB4eHrC0tKyW3lMfFEUhKysL48ePh66uLtTV1REbG4vMzExUVlbi0aNHkJKSQocOHdCxY0eEhIRUm9BQFAUpKSmeqLlixQooKipCWFgYoqKiMDU1rddbwMvLixet0VKUl5cjJycHu3btwtSpU9GtWzcYGRmhXbt2kJKSApPJRI8ePbB161ZcunQJcnJydQoeFRUVGDBgAOzs7JpF2GuIf5qpstlsTJ48ucXMVPkhNjZW4Lnwl1NcXIwhQ4ZATU2tmkCWnp4OJpOJGTNm1BsRUlFRgbCwMFhYWLRq6vPVq1ehoaHRYPRKUlJStehbAb9OeWUlluZmNboqTYWgKk2rIBBGBAj4P8rKyiAtLf1bBoDNTU5ODtTU1JCcnNxqaUD5+fmg0+m81J6MjAzQ6XRkZGQgMTGR7wFmVfndvXv31thWWFgIe3t7DBgwoNpKcUVFBcTExPDmzRt06tQJqqqqmDFjRoPnevfuHQYNGgRFRUVs2rSpWUSLyspKHD58GD4+PqDT6Rg/fnyLeHqsWbMGRkZG9YZ4v3r1Cmpqati0aRPf7T59+hRr1qxB7969wWKxoKGhgfDwcGzbto0vU9jy8nKMHTsWKioqyMjIAABcv34dBgYG6N27d51GvTt27IClpSVcXV1x9uxZ6Ovrt0gIMpfLxZMnT7B3714kJiaia9eu0NPTg5iYGExNTdG3b1/Mnj0bR48exdmzZ5GUlAQzMzOwWCxERkbi7NmzNaIUSktLISIiAmtra2hpaSEuLg40Go2XXsblcjF58mQICwtDUVERly5danS/i4uL0bt3b0hLS9cwqN22bRt69uwJExMTXL16tUnvC0VR2Lx5M1gsFkaOHPlL5s6FhYXYtGkTnJyc0LZtW0hISCA8PBwRERFwdHSsNbKMw+Hg0KFDCAkJgaysLPr164eMjIwa9+S7d+9gZGSESZMmgcvlYt26daDT6Zg0aVKd7WZkZPBEOUNDQ0yaNAnZ2dk1npUDBgwAnU7HqVOnUFZWhrCwMJiamla7f01NTXHz5k3ev2fPng0hISF06NABbdu2RVJSUq3vyZcvXyAtLd1qptkbN26En58fjI2N0b9/f/To0QPGxsZo27YtFBQUEBAQgPHjx2Pz5s24ceMGCgoK4OfnB19f3xZPI/ndZqr8cO3aNbBYrEb5Ugn473Ly5Emoq6sjLCyMJ4y+fv0arq6ucHZ2rjeaiqIoJCcnQ1VVlW8RtyWws7OrdVz1T06fPo2OHTv+ph79PVz98KZRwkj2x8Yb8AtoHgTCiAAB/0dGRkadZV7/F3jz5g3MzMwQERHR4qUf62LlypWwt7fnpc9kZGSgqKgINBqNL1f04uJitG/fvtaQz/z8fBgbGyM2NrZWAUNTUxPKysqIi4vDrFmzMGbMmDrPU15ejvnz54NGoyEuLq5ZytYWFhZi3rx50NTUhLW1NTZu3FgtVaQ5yc7OBp1Ox4MHD+rc59OnTzA0NGywQkl+fj62bt2KsLAwaGhogM1mo0+fPli7dm2taUz1kZeXhw4dOiAgIAAfP34Eh8NBUlISmEwmduzYUe+xL1684AkxFy5cgJ2d3S+vrn/8+BFnz57F4sWLER4eDhsbG0hKSkJNTQ1+fn6YMGECtm/fjpycnAaNbx8/foxZs2bBysoKDAYDQ4cOxcmTJ3nH2dnZ4dy5c9izZw/ExMQgJSWFMWPGVCsrW1BQACcnJ7Rp0wadO3fme5KclZUFLS0tREREYPny5TVS0pKTkzFixAhIS0s3ycD3yZMn8PDwgLm5Oa5du9bo44Gfk4SUlBS4u7tDWloawcHB2LRpEz59+oSjR4/C3NwcVlZWcHZ2Ru/evXn38IMHDzBu3Diw2WzY29sjNTW1wfuxoKAAZmZmGDt2LCiKQn5+PoKDg2FgYIDMzEyUlZXh6NGjCA8PB4PBgJWVFS9KpS6eP38OSUlJWFtb8wQTiqKwePFisNlsXnnx4ODgar4cBw4cgKamJkRERCAiIgJNTc1a77m0tDT4+Pg0+n1tLjZv3oy+ffvCycmpmh/UlStXoKSkhN27d2P69Ono1asX2rdvjzZt2kBKSgq+vr6Ii4vDxo0bce3atWZLCagyU+3evftvN1NtiIqKCpiammLLli2t3RUBfxBfv37FsGHDoKKigiNHjgD4uRCSnJwMJpPZ4O/Vzp07wWAwcOzYsd/R3VrP7+zsXO8+X79+haSkZKsLk/81uBSFw68e8yWKHH+d98f7HP6XEQgjAgT8HxMnTsSkSZNauxu/xJcvX+Dp6Qk/P79WyWnlcrkwNjaGlJQUz/ckISEBYWFhDR5bUVGBTp06ISoqqsaPwpMnT6CpqYlZs2bV+oOxfft2iIiI8JzXq1bQa+PYsWPQ19eHj49Ps1Qfys7ORlhYGOTk5NCvX78WL+lYVFQETU3NelO+vn37BltbW4wfP77GtsLCQqSnpyMqKgqGhoaQl5dHSEgIUlJS6k1vaIht27aBTqdj6dKloCgKjx8/hq2tLTp16sRXODxFUVBUVERycjK8vLxw8OBBWFhY8NWfHz9+IDs7Gxs3bsSYMWPg6ekJNpsNGRkZODo6IjIyEitWrEBmZmazGDc+e/YM8+bNg52dHWg0GgYNGgR/f39MmjQJurq6WLZsGZ4/f47Ro0dDXl4ePXr0qJaPfvz4cdBoNIiIiGDhwoV1XiOXy8WcOXPAZDJ5k/G3b99CTk6u2sB16NChiIiIgJeXV6Ouo7y8HDNmzACNRsP8+fMbLajev38fM2fOhLW1NRQUFNC/f3/s27ev1qpCXC4XO3fuhLa2NqSlpeHg4AB7e3uw2WyMGzeuXpGvNgoLC2FtbY0RI0aAoih8+/YNY8aMgZiYGERFRWFvb49FixbxHa01bNgwMBgM3oTnn1QZF69ZswaxsbGYN28eb9uSJUvg6uqKjh07QlhYGCtWrIC+vj4SExOrfa6hoaFYsWJFo66xOdm0aRP69esHOzu7ahFLFEXB1NQUp0+fBvBT4DIyMkJsbCwePHiAffv2YcaMGejTpw/Mzc0hLi4OdXV1dO7cGWPHjsX69etx9epVvkW+1jZT5Yfk5GR4e3sLJicCauXMmTPQ0NDAgAEDeBGQWVlZ0NbWxuDBg+uNsLp06RLYbDZWrlz5u7rLo6KiAioqKtUi3mrD3Ny8yZGHAuqGS1HIKniDlNxrtQoiy3Kv4cbHt4LnTisjEEYECPg/rK2tay2j+L9GRUUFBg0aBCsrK7x79+63nvv8+fNQUFCAjIwMXr9+zTMrbGhyQlEUwsLC4OfnV2NydvPmTSgqKiI1NbXGcRwOB2PGjIGmpiYGDx6MKVOm8Prx77LAeXl5CAwMhI6ODg4dOvRLPz5lZWXYunUr7O3toaqqiuTk5F8qF8ovXC4X/v7+iImJqXOf8vJyeHl5ISwsjDdhPHr0KMaOHQsLCwtIS0vDx8cH8+bNQ3Z29i+nq3z79g0DBw6Evr4+bt26BYqisGrVKp5I0pj0pK5du2Ljxo1QU1PD5cuXYWJiUm11jcvl4unTp9i/fz+SkpLQvXt3GBgYQExMDMbGxujduzeSk5Nx+PBhvHz58rcMMF69eoXFixdDW1sbbdq0gbGxMQ4cOMBL6/jy5QsWLVoEDQ0N2NnZIS0tDRwOB1wuF2PGjEHbtm2hoaFRI8T63bt36NSpUzXj2qr3wMjICKGhoaDRaJCVlUXbtm0hKysLe3t7vlMBMzMz0b59e/j6+vItHnC5XFy9ehXjx4+Hvr4+VFRUEB0djTNnzjQYqcLlcpGRkYHQ0FCIiYmBEAJNTU2+fYBq48WLF9DR0YGGhgZkZGTg5eWFBQsWoEePHlBXV+fbNDM/Px+SkpIwMzOr8zvz6NEj6Ovrw9nZGREREbzXY2NjERwcDDc3N/j6+kJJSQlz586FiYkJxo0bB4qiwOFwoKCg0Kp+GRs2bED//v1hZWVVIypoyZIl6N27N68q2z+Fn39TWVmJJ0+e4MCBA0hOTkZoaCgsLS0hISEBVVVVeHt7IzY2FmvXrsXly5d5ose/zVTPnDnzR04AHj9+DBqN1mIlzQX8N/j27RuioqKgrKzM8xX6+vUr+vfvDz09PWRnZ9d5bF5eHvT09DBmzJhm8xzjl9mzZ2PAgAH17hMZGcmXUauAplFeWYmcog84/joPB14+xIk3ebhXVIAKbutWLxLwE4EwIkAAfobcy8jI/GfCBymKwrRp06Cpqdnoldimcv78edDpdJw+fRpTp05FUFAQ4uLiMGzYsAaPnTFjBiwsLGpEuZw/fx4MBqPWkpIfP36Eh4cHPD098enTJ2zduhXdu3cH8NMnQ0NDA8DPAcyECRNAo9Ewe/bsOstZ8sOrV68wadIksFgseHh4YN++fb81bSk5ORn29vZ1fk+5XC66d++Ojh07YuLEiXBwcICkpCRcXV2RlJSEzMzMZv2O37x5E3p6ehg0aBC+ffuGd+/ewdfXF5aWlnwb7f6T+fPnIyoqCsuXL4eXlxcSEhKgra2NIUOGwM7ODlJSUlBRUYGvry/Gjx+PrVu34s6dO61+31ZUVMDJyQmSkpJISUmBi4sLZGVl0bt3b6Snp6O0tBSVlZXYs2cPOnbsCHV1dcyfPx/FxcV4+/YtbGxs0KZNG3Tt2hU/fvzAsWPHeOaT//x+nT17FnJychAREYGQkBDatm0LISEhEEJ4f0JCQvWmQH3+/BkRERFQVFTErl27GpycVlRU4OTJk4iMjISSkhIMDQ0xceLEeksb/5OXL18iKSkJWlpaMDExwcKFC1FQUIA7d+5ASkoKcnJyCA0NxdOnT/l6r9+/f4/Vq1fD29sbMjIy8Pf3h76+Pnr16lVN5Dt+/DjU1dXRv3//BsWiUaNGgcFgNGg2+/nzZ1hZWYFGo/GMh7t06cITHGbOnIm8vDxoamoiISEBHTp0QFRUFM6cOQMrKyu+rq+lWL9+PQYOHAhTU9MaItynT58gJSUFBoOBzZs3N6n9yspKPH36FIcOHcLs2bPRv39/WFpaQlRUlJdmZGtrizlz5uDSpUvNUpWrueFyuXBxcRFMCgXwTUZGBrS0tBAaGsp7Jmzfvh10Oh3z5s2rU/goLCyEs7MzQkJCao2waykKCwshJydX76LZli1b0K1bt9/WJwEC/iQEwogAAfiZe/nPcq//FdavXw8mk4mLFy+26HkuXLgABoPBC8cuKyuDrq4upKSkGizxuH37dqipqdVwbD9w4AAYDAbOnDlT45hbt25BQ0MD48aN400cs7OzYWxsDOBnakW7du2wZcsWKCsrIzQ0tMmO8BRF4ezZs+jSpQvk5eURHR3dpEn/r3L69Gmw2ewaq84cDgdXrlzBjBkzoKKigrZt26JDhw6YMGECTp061SKDrirvhX+WQ05PTweLxUJCQkKjhIqysjLcunULmzdvRp8+fSAjIwNFRUW0adMGJiYmkJGRwahRo3DhwoU6jVtbE4qi0L9/f/j6+kJKSopn1vj+/XusWrUKnTp1goyMDLp3745du3bh27dvyMrKQq9evSAvL4+YmBg8ffoU+/btg6ysLISFhSEvL88zrv0nVWV527RpA0II2omIQEZBAW2FhUEIgbCwcJ1ViiiKws6dO6GoqIhhw4bVOzEtKSnBnj170LdvX8jLy8PW1hazZ8/mO/Xs+/fv2L59Ozw9PaGgoIDhw4fj+vXrNfpVJaZGRkZCQUEBkZGRtRr8vnjxAosWLYKTkxPk5OTQu3dv7N69myeklpSUwMPDA717964mJH379g0jR44Em81GWlpare9LQUEBJCUlYWhoyJfQc+/ePcjJyUFHRwf379+HpaUloqKioKWlxStzWeWHFB0dDUdHRxgZGWHq1Kl8vXctxdq1azFo0CAYGBggNze32rYjR45AREQEkZGRzXKuf5upLl26FPv27cPcuXMxcOBAdOjQAVJSUlBUVESnTp0wcuRIrFq1ChcvXqy30lVLs2bNGnTo0KFFTJ8F/HcpKSnByJEjoaioyHsGPH/+HA4ODvD09KzTtLysrAz9+vVDhw4dfmt0b0RERL3Po6dPn0JJSemPjOgSIKClEQgjAgQACA8Px9KlS1u7Gy3CiRMnQKfTsWvXrhZp/9+iSBXdu3eHpKRkvROwqmPv3r1b7fWNGzeCzWbj+vXrNY6p8rLYuXNntddLS0shJiYGDoeDmzdvQlhYGKampsjMzGzSdVXlwhsZGcHIyAjLly9vtYoSb968AZvNxunTp8HlcnH79m0sXLgQ/v7+kJWVhampKezt7aGhoVEt7aIl+PjxI/z9/dGhQwfk5eWhuLgYAwYMgLa2Ni5fvlzncRRF4fnz5zh48CBmzJiBnj17wsjICGJiYjAyMkLPnj0xbdo0iIqKIjc3FwsXLkRISAhWr16Nzp07t+g1/Qrx8fGws7NDaWkpXF1da03f+PjxI9auXQsfHx/IyMggJCQE27ZtQ25uLsaNGwcajQZPT0/o6elBTU0NQkJC0NfXx+PHj1FeXg5XV1fevfDkyRPYB/sjInUJ5mRfwIKcK5h3OxMxO9ahd9xolNRSmeX58+fw9fVF+/bt66yI8/HjR6xfvx6BgYGQlpaGp6cnVqxYgTdv3vD1PlAUhevXr2P48OFQUFCAp6cnduzYUWulmH+ybds2qKmpIScnB2PGjIGCggLGjx+Pq1evYubMmbCysgKdTkd4eDiOHDlSZ8TX9+/f4ePjg65du9YQ5i5dugQDAwMEBwfXEEjj4+PBZDL5LtP+48cPiIqKYt26dWAwGJCRkUFcXBzk5OTw+PFj3n6FhYWws7ND3759IS4uDi8vryYZ4zYXa9asQVhYGLS1tav1s6oS0ZIlS2Bubt7k9htrpsrlcvHy5UscPXoU8+fPR1hYGGxtbSEtLQ0WiwV3d3dER0djxYoVOH/+fItXh3n79i0YDEarVg0R8L/NhQsXoKOjg969e/PMx6dOnQoWi1VnGe+q6F4NDQ1eRb+WJjc3FywWq85nM0VRYLFYLT6WECDgT0QgjAj466EoCqqqqs1ixPmncuvWLSgrK2P+/PnNugpw8eJFMBgMnDp1qtrrb968gby8PEJDQ6vl4/+TR48egclk4sSJE9Venz9/PtTU1GqkAHE4HMTGxkJLS6vOAbeamhp69uwJFosFVVXVJlXYePDgAaKjoyEvL4+uXbvi7NmzrbpyUl5eDktLSwQGBqJ79+6g0+nQ1dVFREQEdu3ahQ8fPmDlypXQ1tZu8VWnjIwMqKioIC4uDuXl5Th//jw0NDQQERFRLQ2qqKgI58+fx7JlyxAREQEHBwdIS0tDSUkJPj4+iIuLw+bNm3H79u0aE107OztkZGSgtLQULBYLN27cgJKS0i95UbQUS5Ysgb6+Pm/SFhcXh+nTp9d7TFFRETZu3Ah/f3/IyMggICAAgwYNgoSEBBgMBqytrbF48WKYmJhASEgIJiYmaNu2LXR0dPD5eyl2PM2p19F+7cOb+PD9p/kfh8PBvHnzQKPRMHPmzBqCwYsXL7B48WK4urpCRkYGXbt2xZYtWxoVmVNQUICFCxfC2NgYWlpaSEpKavSAevr06bCwsEBmZiZGjhwJOTk5CAkJwc7ODkePHuU7Xa2srAyBgYEICAio8b368eMHEhISwGAwsHbtWlAUhaKiIkhLS0NXV7dRuf5KSkp49eoVTp48CUIInJ2dISwsXKOfJSUlcHBwgJiYGPz8/BAQENCgUNRSpKamYvDgwVBTU+P5Z1Q9a+/fvw8ulwsNDY16vRFqo7nNVCmKwuvXr3H8+HEsXLgQ4eHhsLe3h4yMDBgMBlxdXTF8+HAsX74cGRkZzebt1K1bN0yYMKFZ2hLw91JaWorRo0dDUVGRlwJ88eJFqKurIyoqqs5KdVu2bKl1LNVSeHt7Y8OGDXVuDwkJabCSnAAB/0UEwoiAv54HDx5AVVX1Px82+PLlS7Rv3x4jRoxollDhKlHk5MmTNbYNHz4cY8aMQXFxMZSVlXmlLqsoKCiAtrY21qxZw3uNoijEx8fDwMCgRvrNx48f4e7uDi8vr1pDrTkcDpYuXYp27dohICAARUVF8PPzw4EDB/i6Fg6Hg71798LDwwMsFguTJk1qMAWoJXn16hU2btyI/v37Q0pKCmJiYujXrx82btxYo1+7d++GkpIS3x4NTYHD4SAhIQGKioo4fvw4ysrKEBcXB0VFRaSkpGDr1q0YP348OnfuDBUVFUhJScHOzg5DhgxBSkoKzp07x3eI/OjRo5GcnAwAmDNnDnr27Mkz1PyT2LlzJ5SVlauV401LS0NgYCDfbbx+/RqOjo6QkpKCpKQkfHx8EB0dDQcHB6ioqMDJyYnnHSKjoIB5l0/zVe5vWe41nLueBXNzc3h4ePBKZVMUhZycHCQlJcHS0hJ0Oh2DBg3CgQMHGlVamsPh4ODBgwgJCYGsrCz69++PjIyMRhsJcrlcZGZmYvTo0ZCSkoKEhATGjh2Lq1ev4uHDh+jVqxfYbDaWLFnCtzdQRUUFunfvDm9v71qv6c6dO7CysoK7uztGjhwJJpOJbdu2Narfjo6OOHfuHHJycqCjowN5eXmIi4vXKnokJSVBW1sbrq6u6NKlCzp16lRv1YqWYtWqVRgyZAgUFRXx6tUrjB07FkZGRtWeJ4mJiRg+fDhf7d27dw/Dhw//bWaqFEXhzZs3OHnyJBYvXowhQ4agY8eOkJOTA51Oh7OzM4YNG4aUlBScOXMG796947s/+/fvh66ubouVVxfw93Hp0iXo6emhR48eKCgowOfPn9GjRw+0b9++RoRsFefOnQOTycS6detavH/Hjh2r12x67ty5GDFiRIv3Q4CAPw2BMCLgr2fJkiUIDw9v7W78Fj5//gw3NzcEBwf/kvdEZmYmGAxGjWgP4OcqtIKCAgoKCgD89J4wMDDgTWy+f/8Oe3t7xMfH846prKzE4MGD0aFDhxoh0zdv3oSGhgbGjx9fq6Bz5swZtG/fHh4eHhgwYABmz54N4GcebUPlMQsKCpCcnAxVVVXY29tj27Ztv2TO2lQ+fPiAXbt2YejQodDR0QGdTkePHj0wZMgQqKio1CkqnD59Gkwms0XDv1+8eIGOHTvCyckJW7ZswYgRIyArKwsZGRmIiorCwMAA3bt3x/Tp07F//348ffr0l5z2d+/ezfP7+fbtGxgMBq5fvw4Gg4FHjx4112X9EmfOnAGDwagRufTs2TMoKiry1caNGzego6PDK+/49etX7Ny5E926dYOMjAxsbW0hIiLCE0a6JsTxJYpU/cXu2oDNW7agsrISly5dwtixY6GjowM1NTXExMQgIyOj0cbBDx48wLhx48Bms2Fvb481a9bgy5cvjWqjoqICp06dQmRkJNhsNkxNTTFt2jRkZ2fz0if+OVi/desWfH19oa6ujg0bNvAl6nI4HPTt2xdubm61ihAcDgfTp08HIQTy8vKNNu/t378/1q9fj0OHDsHHxwdubm6Qk5ODnZ1dDT8BOzs7HDt2DEOHDoWVlRV69+6Njh07/vYStStXrkRERARoNBp69OgBe3v7Gs+Vly9fQkFBoU6BoKKiAmlpaXB1deWZA7dmpR3gp2Dy9u1bnD59GkuXLkVERAScnJygoKAABQUFODo6YujQoViyZAlOnTqF/Pz8at+v4uJiqKio4Ny5c614FQL+i3z//h1jx44Fi8XieRxt2LABdDodKSkptYoSDx8+hLa2NiZMmNCiFWu4XC4MDAxq9bICfo7xrK2tW+z8AgT8qQiEEQF/PX5+fi3mv/EnUl5ejr59+8LW1pYnXjSG+kQRABg8eHC1kGSKohAUFISpU6fyqqb07NmT96P/48cP3krqvz08tm7dWqc/yvPnz9G1a1doaGggPT0dFEVhzZo16N+/P4Cf4fkTJ06scRxFUbh69Sr69esHWVlZhIWFNTp8/FcpLi7GgQMHEBMTAxMTE8jKyiIgIACLFi3CnTt3wOVy8fDhQ9DpdNy4caPWNqrEguYuMV1cXIyLFy9ixYoV8Pb2Rrt27SAmJgYWiwVdXV2Ii4sjPDwc2dnZLZIW8ObNG9DpdN6gccaMGQgNDcW0adMQFhbW7OdrLLdu3QKDwah1QElRFGg0Wr2+HFwuF/PnzweDwajhk1NFSUkJdu/ejbZt24IQAkk5Wcy+ca5RwsiCnCuImToZbDYbxsbGmDx5MrKzsxu9qv/lyxekpqbC3t4eioqKGDduXKMrXX3//h0HDhzAgAEDoKCgwKtOUhXJUsXnz59hZGSERYsW1Wjj4sWLcHJygqGhIfbs2dPgdVRWVmLQoEFwdHSsVbyZPXs2aDQa9PX1YWNjg5ycHL6vZ9q0aZg8eTKWLVuGYcOGwczMDIGBgUhMTISqqirvnn337h1kZWVRXl4OiqIwYcIE6OvrY+DAgbC2tua7tHJzsHz5coSHh0NYWBheXl51CuPe3t7YsmVLtdfy8/N5ZqpOTk7YuXNnq1eCagiKovD+/XucPXsWKSkpiIyMhIuLC+h0OuTk5ODg4IAhQ4bAwcEBPj4+ePPmzX8+alRA63DlyhUYGBiga9eueP/+PR4/fgxra2v4+fnVOgYrKCiAg4MDevbs2aKpdytXrkRQUFCt2378+AEJCYlWiW4TIKA1EQgjAv5qysvLISMj81sHqH8CFEVh4sSJ0NHRqWbE1xCXLl2qVxTJy8urVsqyiqrJbnh4ODp27Mj7sf/69Svc3d3RrVu3apEaHA4Ho0ePhra2do2w09LSUkydOhUKCgpISkqqtrqZmZmJDh06AAA2bNjAE0mAn5OzDRs2wNraGpqampg3b95v+9xLS0tx8uRJxMfHw8bGBlJSUujUqROSk5Nx9erVWr0J2rdvj9WrV9fa3qNHj8Bms/lOFaqNiooK5OTkYPv27YiPj4efnx/U1NQgKSkJa2trGBgYgEajYfny5cjOzoazszOcnJx4/gQtiaqqKu97WVxcDBqNhuvXr0NeXr5VDeGePXsGJSUl7N69u859fHx8eJUJ/s2HDx/g4+MDOzu7ekvqAj+rLAkJCUFMTAxOvbo1WhRZkHMF8w6l1xAf+IHL5SIjI4MnHnbp0gWHDh1qVITJly9fsGPHDnTv3h2ysrJwc3NDSkpKgxEGL168gJKSUq3vIUVROHr0KMzNzWFlZYUTJ07UO5nlcrkYNmwYbG1tq5lAl5aWQl5eHsrKyigrK8Pq1atBp9MxdepUviLGNm3ahL59+2Ls2LGYPXs2VFRUEB0dDQDYs2cPzxx67dq1NVLAqnw9hgwZAmNj499WjWLOnDlgsVho27ZtvYbYVREh/zZTHTZsWL1mqv9LFBQU4Ny5c4iNjYWEhAScnJzAZDIhIyMDOzs7hIeHY8GCBTh27BhevXolEEwE/DI/fvzA+PHjwWQysX37dpSVlSE+Ph5KSkq1jqd+/PiBnj17wsHBoUkLWPxQUlICGo2GvLy8Wrfb2dkJIqkE/HUIhBEBfzXnzp37q8MFV69eDTabXW81kSouX74MBoNRa9WNKgYMGFBnGbjevXtDTEyMZ5ZXUFAAa2trREREVAuPLygogJubG7y9vasJLBRFIS0tDWpqaujRo0etE+TCwkJIS0uDoiicPHkS7u7ueP78OcaNGwcGgwEfHx8cPny4xcsxlpeX4+LFi0hMTISLiwskJSXRsWNHTJ48GRkZGfWuAlEUhb59+2LAgAG1DsjfvHkDdXV1rF+/nq++VJkZHjlyBLNnz0bfvn1hamoKMTEx6OnpoVu3bkhMTMTevXuRl5eHu3fvwtjYGL1798bnz5+xceNG0Ol0zJ0797eVsezZsyc2btzI+/eUKVMQFhaGsWPHYuTIkb+lD/+moKAAenp6SElJqXe/yZMn1xqpdPLkSSgpKWHixIl8VSd58uQJoqOjsXz5cmy6er5Jwkjas9wGz/NPXr58iaSkJGhqasLExASLFi1q1KC8qrKNn58fpKWl4evri7Vr1zZ6YH/9+nXQ6fQ6zZO5XC527doFPT09uLq64sqVK3W2RVEUYmJiYGlpyRNCFy9eDCaTidTUVN5+r1+/hr+/P9q3b4+rV6/W27+LFy/C3t4e3bp1w44dOyApKYn58+fztt++fRvq6urQ1dXF5s2baxy/bt06sFgsREZGQk9Pr8X9jF69egUWiwULCwsICwvXG+3x8eNHSElJQVdXt1nMVP9UysrKYGBgwDPIBH5e+/nz57Fy5UqMGDEC7u7uYLPZkJaWho2NDQYNGoR58+bh6NGjePHiRYumOgj4b5KVlQUjIyMEBwfj3bt3OH36NJSVlREbG1tDlOVyuZg4cSK0tbVbrDjA+PHjERMTU+u2f/p9CRDwtyAQRgT81UycOLHWSczfxJEjR0Cn07F3794696kSRY4dO1bnPlWpH7WtRh47dgwsFgvm5uZYuXIlXr58CX19fSQkJFSb/GdnZ0NdXR0TJkyoNgm/e/cuXF1dYWJi0uAKRlWZuTVr1kBSUhIKCgoYPXp0oyJjGktlZSVu3LiBuXPnwsfHB9LS0rC0tMTYsWNx9OjRahVbGmLFihUwNTWtNdS9sLAQ7du3x5w5c2o99suXL7h06RJWrVqFqKgoODk5QU5ODiwWC506dcLo0aOxYcMG3Lhxo4aPAEVRvJXz9evXo6CgAF26dIGxsfFvL2G5ePHiatWMCgsLoaCggKysLMjLy7fYClpdlJSUwMbGhq9nxcGDB+Hl5cX7d0VFBcaNGwclJaUaJa355Uz+8yYJIzufNlz+8fv379i+fTs8PT2hoKCA4cOH48aNG3yvkr958wbLli2Du7s7ZGRk0K1bN2zfvv2XJ9P79++HoqJivRFKHA4Ha9euhaqqKgIDA+s0NaQoCuPGjYOpqSlevXoFBoMBNptdQyCgKAo7duwAi8XC6NGj6wwjz8/PB4vFQocOHZCRkQEhIaEa5X6fP3+Otm3bwtfXt9b7f+/evWAwGIiKioKGhkadq7a/Sm5uLlRVVREcHIyoqCgQQmr9bP9ppqqjo4M+ffr8pyMlpkyZguDgYL6usbCwEBcvXsTq1asRExODTp06QUlJCVJSUujQoQMGDBiAOXPm4PDhw3j27JlAMBFQL2VlZZg4cSKYTCa2bNmCjx8/Ijg4GObm5rWmKa5btw5MJrNFojdevXoFeXn5WtMNd+/ejYCAgGY/pwABfzICYUTAX421tbUgVBA/V2iVlJSwdOnSGtv4EUWAnxEhM2bMqPH6nTt3QKfTcfHiRdy7dw9ycnJQUlKq4SOwZcsW0On0amkKhYWFiI6OBoPBwPLlyxsM5f/8+TN0dHSgpKQEExMTiIiINEqU4BeKopCbm4uUlBQEBwdDXl4ehoaGiIqKwt69e/muwPJvrl27BgaDUauIU1JSAnt7e4wdOxYcDge5ubnYuXMnJk6ciICAAGhoaEBCQgLW1tYICwvDokWLcPr0ab7KWRYVFaFbt24wMzPDgwcPcOTIESgpKWHs2LGtUl40KysLpqam1V6Lj4/HsGHDMGzYMEyaNOm39aWiogKdO3dGWFgYX5Oot2/fQkFBARRF4enTp7CxsYGvr+8viTk3Pr5tkjBy7HXtaTQUReHatWuIjIyEgoICvLy8sGPHDr4/67y8PMydOxd2dnaQl5dHv379sH///mav6rFkyRIYGhrWm/oB/Aw7X7hwIZhMJvr27VuryEBRFCZP/um5UpUiVhcfP35E3759oampWWv5TC6XC3FxcdDpdJw6dQpSUlI4cuRItX0OHDgAV1dXhIeHw8TEpNbUqdOnT4NOp2P48OFQUVHB/fv3673OxnL58mXe5Gvx4sWIioqCsLAwb3tdZqo5OTlQUlJqtDnv/wr37t0DnU6v1wuIHz5//oxLly5hzZo1GD16NLy8vKCiogJJSUlYWVmhX79+mDVrFg4ePIi8vLzfFnEn4H+DGzduwNjYGAEBAXjz5g1WrVoFOp2ONWvW1PitOX36NBgMRq0RaL9Kz549a/V1ys/PB41G+08LpAIE/BuBMCLgr+XTp0+QkZH5403kfhfPnj2DgYEBYmNjeSteV65cAYPBwNGjR+s9NicnB0wms4Z56ps3b6CqqoodO3YA+DnhrRo0VlFRUYFRo0ZBW1ubZ4BYWVmJlStXgslkYvjw4Q16gdy9excRERGQk5ODjo4OYmJiQFEUpKWlG5xU8cuzZ8+wZs0a9O7dGywWCxoaGggPD8e2bdtqVKJoCp8+fYK6ujrS09N5r1EUhfz8fBw6dAj6+vrQ0tKCmZkZxMXFoaOjgy5dumDq1KnYs2cPHj9+3KSB96VLl6Curo4RI0bg06dPGDZsGNTV1et0q/8dlJeXQ1JSstoqVkFBAeTl5ZGZmQkajfZbwvspisKAAQPg5+fXqEmisrIyFi9eDDqdjkWLFv3ywLKo7EeThJHHxdUFuoKCAixcuBDGxsbQ0tLC9OnT+fJsqSrzm5iYCDMzM7BYLERERODEiRMt/vwcOXIk3N3d+TrP169fkZiYCBqNhmHDhiE/P7/a9oqKCkhJSaFt27Z8ea8cOXIEqqqqCAsLQ1FRUbVtenp6EBERwdatW8FgMGpEA4WHh/M++yVLloDNZtcqwl+7dg0sFgtDhw6FoqIibt261WC/+OHw4cPVnt0LFy7E8OHDIS4ujvz8fEydOrVeM1VbW1scPny4WfryJ1FZWQk7OzusXLmyxc5RXFyMK1euYN26dYiNjYWPjw/U1NQgISEBCwsL9O3bF8nJydi/f3+Tn9sC/huUl5dj8uTJYDAY2LhxI+7duwdTU1N06dKlxgJLbm4uNDQ0MHXq1GYVK65cuQJNTc1av4fq6up/TDU4AQJ+BwJhRMBfy65du3hlQQX8pLCwEE5OTujevTvOnz/PlygCAF27dsXcuXOrvfb161eYm5vzclRPnToFBoOB9PR06OvrY+/evSgoKICrqyt8fHx4E48LFy7A3Nwczs7O9aZwVFRUYNeuXXB2doaSkhKmTZuGt2/fYunSpRg2bBgAwNDQEPfuNZxOUBtv377F1q1bERYWBg0NDbDZbPTp0wdr165t0DizsXC5XHh6eqJPnz5ITU3FiBEj4OLiAgUFBdBoNLBYLGhqaiI1NRXXrl1rFqf4yspKzJgxAywWCwcOHMCVK1ego6OD/v37/xGeAo6OjjVW68eMGYMRI0YgNDQUs2bNavE+xMfHw9bWtlHvd0lJCdTU1MBms5u12tHeFw8aJYqkPsxGJcUFh8PBwYMHERISAllZWfTv3x/nzp1rMNyfoihkZWVh/Pjx0NXVhbq6OkaPHo2LFy/+1olcZWUlAgMD6/TcqY2PHz9izJgxkJeXx7hx43gTjCq/nMDAQGhpafFlJPzlyxcMHz4cSkpK1dINq547EydOhIqKCi5evMjbxuVywWQyq0WunDx5Ekwms1ZD5fv370NVVRWDBg0Ck8ls0OOkITZt2gQWi1Wtnfnz5yMwMBDCwsI8M9W6Uo8AIDU1FSEhIb/Ujz+RlJQUODo6tkq6y9evX5GVlYUNGzZg7Nix8PX1hYaGBsTFxWFmZsaLuty7dy8ePnz4n43YEVCTmzdvwszMDL6+vsjLy8OoUaOgqqpaY4Hi/fv3sLGxQWhoKF9G0fxia2tbq+F1r169sGHDhmY7jwABfzoCYUTAX0t4eDiWLFnS2t344/jx4wc8PDzQrl07XqRHfdy6dQtsNruaJwaHw4Gvry/Cw8NBURR2794NJpOJCxcuAADOnz8PJpMJFRUVnp/I69ev0bt3b6iqqmLnzp11ToLevn2LxMREKCkpwdnZGWlpadXMLE+dOgVnZ2cAgKenZ71msf+ksLAQ6enpiIqKgqGhIeTl5RESEoKUlBTk5uY22woNh8PBgwcPsGvXLiQkJCAoKAjy8vIQEhKChYUFBg4ciAULFuDkyZN4+/YtYmJi4OjoWGd5zaaQn58PNzc3uLi44NmzZ5g8eTKYTGY1I8LWJi4uDklJSdVee/fuHeTl5XHu3DmwWKxmfU/+zZIlS6Cvr4+PHz/yfcytW7egr68PCwsLXpWS5qKo7DuW5V7jSxRZmHMF53PvIC4uDmw2Gw4ODlizZk2teeT/pLKyEufOncOIESOgoqICfX19TJw4sVGeIy1BSUkJrK2ta3wfGuL169cYOnQoaDQar5SugoICSktLkZKSAnV1db6r9ly4cIFnVvzu3TsEBARAX18fwcHB0NTUrGYUe/nyZbRv375GG48ePYK+vj6io6NrGPC+ePECurq66NWrFxgMRpNTPOfOnQs1NTWeV8HXr1+xfPlysFgsyMrKQlJSki/h88uXL5CTk8P79++b1I8/kZcvX4JGozW63HRL8+3bN1y/fh0bN27EuHHj4O/vD01NTYiJicHExAS9evVCUlIS9uzZgwcPHvBl3izgf4/y8nIkJiaCwWBg3bp1OHLkCBQVFWsYdpeWlqJLly5wdnZuctruv9mxYwdcXFxqvL506VIMHTq0Wc4hQMD/AgJhRMBfCUVRUFVV/eMGSH8CV69eBYPBQJcuXaCvr99gdERAQAAWL17M+zdFUYiMjISnpycqKiqwatUqKCkpVYv+2Lx5M8TExODl5YUfP35g5syZoNFoSEhIqHV1nqIoXLx4Eb169YKcnBwiIiLqXO188+YNGAwGAGDgwIFYu3Ztrft9+/YNR48exdixY2FpaQlpaWn4+Phg7ty5uHHjxi+vilMUhbdv3+LEiROYP38+BgwYAAsLC4iLi0NbWxvBwcGYPHkyEhISwGQyay1jmpycDBMTk2ZLBwJ+htizWCwkJibi3r17sLKyQufOnZslHag52bdvH3x8fGq8PmLECIwZMwZBQUENVohpKrt27YKysjLfpYmr0iXodDq2bt2KkydPwsnJqdn79bb0K1bcv16/MHLnErqPjISioiLGjx/f4DOurKwMR48exeDBg8FgMGBpaYkZM2Y0u9/Fr/Lu3Tuoq6tjy5YtjT728ePHcHBwQJs2bRAYGMhbaV29ejVUVFT4/h348eMHJkyYAAaDAWtraxgbG0NPTw86OjrVnkfx8fF1GvUWFxfDx8cH7u7uNSY1Hz58gIWFBYKCgvjydfonXC4XY8aMgZGREV6/fl3NTLVr164YOnQoL12HXwYOHFgjEvB/FYqi4Ofn12hxrTUpKSlBdnY2Nm/ejPj4eAQGBkJbWxtiYmJo3749evTogWnTpiEtLQ25ubmCtOD/CLdv34aFhQW8vb2RnZ0NHx8f2NjYVItA43K5GDt2LPT09JpUkv3fVFRUQFlZGTdv3qz2epUPigABfwsCYUTAX8nDhw+hqqoqMJX6F1lZWWAwGDh06BAAYNmyZVBUVMT169fr3F9FRaWaaeP8+fNhbGyMz58/Y8aMGdDS0uL9oFdUVGDkyJHQ0dFBZmYm5OXloaSkhJCQkFoFmJKSEqSmpsLMzAy6urpYvHhxgyIBRVGQkZHBp0+fkJCQgMTERAA/JzUZGRmYPHkyHBwcICkpCRcXFyQmJiIzM/OXBpUlJSXIysrC2rVrMXLkSLi5uYFOp4NGo8HV1RUjR47EmjVrcPXq1WpmsC9fvgSLxap1dXjNmjXQ1NRsNsGirKwMo0aNgpqaGs6dO4eUlBTQaDSsXLnyj7wP3r9/D3l5+Roh769fv4a8vDyOHTsGNTW1Zp8MnD17FkwmE3fu3OFr/48fP8Lf3x8dOnTgfc+LioogJSXVIiknpZwKnHv7AsvuV48emXfrIvrNSULfIeE4fPhwvWH4JSUl2LNnD/r06QM5OTl07NgRCxcu5FsIai3u3bvXpGgKLpcLHR0dSElJwdvbG2pqali/fj04HA42btwIRUVFnr8RP9y8eROysrIQFxeHqKgotLW1q+XhGxkZ1ZsOU1lZiTFjxkBbWxu5udVLKhcXF8PZ2RmdOnUCk8mst1pYFRUVFejXrx/s7Oywfv16uLi4VDNTBYA5c+Zg6NChUFNT4/s6L168CH19/T/y+dBYdu7cifbt2/8nxIPv37/j1q1b2Lp1KyZOnIjg4GDo6upCVFQUhoaG6NatG6ZMmYKdO3ciJyenWVMuBPweKioqMH36dNDpdKxatQqLFi0CnU7H5s2bq92PK1euBJvNRmZm5i+fc9asWRgwYECNfkhJSTXr4owAAX8yAmFEwF/J0qVLER4e3trd+KOoqohSJYpUsX//ftDp9BqvA4CPjw9WrFjB+/eePXt4K+2jRo2CiYkJb2L/4cMHuLi4oHPnzrhy5Qq8vLygrKwMNTW1GgO3J0+eYPTo0aDRaAgICMCJEycalRNua2uLjIwMjB8/HtbW1vDw8ICUlBRsbGwwYcIEnDp1qklpGJWVlXj06BF2796NKVOmICQkBNra2hAXF4eFhQX69++PefPm4fjx43j79m29E4ry8nLY2trWWno3PT0dioqKzVZi+NGjR7CwsEBISAhycnLg5eUFGxubP95UTVNTs9bIhYiICEyYMAEeHh7Nmv9869YtMBgMvo1nz549C2VlZcTFxdWYcOno6DTZ34Yfnj1/julLFsKlaxDcuwRh4dIl9Va++fz5M7Zs2YKQkBDIyMjA09MTK1eu/OMihRri9OnTYDKZjYr227dvHxQUFHhVszIzM+Hs7AwDAwPs3r0b27ZtA4vFqrFaWh+enp6QlJRE27ZtIS8vj6dPnwL4+exisVh8Pa82btwIBoNRo6LN9+/fERAQAAcHB7BYLGzbtq3ONkpKSuDm5gZdXV0oKirC2dm5VjPVWbNmYfDgwdDW1ub7GimKgr6+frNMulqTT58+gc1m48qVK63dlRblx48fuH37NrZv346EhASEhIRAX18foqKiMDAwQJcuXZCQkIAdO3bgzp07rVJxTEDjuHv3LqysrODp6YmjR4/C0NAQffr0qZYOd+zYMTAYDOzcufOXzvXp06da0+dcXFz4TkkWIOB/HYEwIuCvxN/f/5d/RP5LXLt2DUwms1bxA/iZXsNms6s5+VdVM6kagF+9ehV0Oh1ZWVkIDQ1Fx44deYaq169fh5qaGsaMGYOYmBjQ6XQsXrwY5eXlCAgIQGJiIiorK3H48GH4+PiATqdj3LhxjTI55XK5uHPnDhYuXAgVFRWIi4tDQ0MDGhoaOHjwYKMNRd+/f49Tp05h4cKFGDRoEKysrCAhIQFNTU0EBgZi0qRJ2LVrF+7fv98kk7zo6GgEBQXVEE/Onj0LBoPRqElafWzatAl0Oh0rVqzAjh07wGQykZSU9D9h7Ne3b99aU6GeP38OBQUF7Nu3D/r6+s0SmfH8+XMoKysjLS2twX05HA4mTZoERUVFnDhxotZ9evfu3eymdd+/f8f27dvRqVMnKCgoICoqql7/j/fv32P16tXw9vaGtLQ0goKCsGnTpmbLS28t1q9fDy0tLb5KUVMUhfbt20NGRqaaxwpFUTh27BgsLCxgZWWFhIQEMBiMal4h9WFtbY127drBy8sL7dq1g5WVFe7fv4+FCxdi8ODBfF/L5cuXoaioiLlz51b7HKuiQCwsLKCkpIQ1a9bUuK79+/dDQUEBIiIiGDp0aL1mqsnJyQgPD4eBgQHffQN+RpoMGjSoUcf8aQwcOBAjRoxo7W60GmVlZbh79y527tyJKVOmoGvXrjA0NISoqCj09PQQHByMiRMnYtu2bbh161azl90W8GtwOBzMmjULNBoNS5YsQUREBDQ1NXHp0iXePnfu3IGqqipmzpz5SxFeERERmDZtWrXXJkyYgKlTpza5TQEC/pcQCCMC/jrKy8shIyPTKFPF/zLXr18Hk8nEwYMH690vLy8Purq6iI+PB5fLhbu7O2+w/vTpU7DZbOzZswd+fn7w8/PjRWRUTcwjIyPBZrMxePDgahOau3fvQkJCAioqKrCyssKGDRv4GphRFIVHjx5h5cqV6N69O+h0OnR1dREREYE+ffogIiICt27dgqmpab3tlJaW4vr161i/fj1GjRoFDw8PMJlMyMvLw9nZGdHR0Vi9ejUuX75coxxxU9m+fTu0tbVrhKfevHmzUREL9fH161eEhobC0NAQmZmZ6NOnD/T09Pie+P0JLFu2rM7IrrCwMEyZMgW2tra/bBpbUFAAPT09vjxLnj9/Dnt7e3h7e9drTLlgwQIMHz78l/oF/PyeX7t2DZGRkVBQUICXlxd27txZ52rvy5cvsWjRIjg5OUFWVha9evVCWlpatRSu/wIJCQmws7Nr8Flx7NgxyMnJYcqUKbVu53K5SEtLg56eHoyNjSEnJ1dtwlEXLBYLYmJiiI2NhaysLObNmwcajQYNDY1aqzvUx6tXr2BhYYF+/fpV+1y5XC5iYmKgr68PFRUVLF68GF++fMGyZcugq6sLERERdOrUiS/Rd8aMGQgLC4OJiUmj+vbu3TvIyso227Pvd3Pq1Cmoqan9z/a/JSkvL8e9e/eQlpaGqVOnonv37mjfvj3ExMSgo6ODwMBAxMfHY8uWLcjOzm5Rs2sBDZObmwsbGxu4u7tj1apVYDKZSExM5C1y5Ofnw8LCAmFhYU026M3NzQWLxaoWxXvo0CF4eno2yzUIEPCnIxBGBPx1nD9/HtbW1q3djT+CKlHkwIEDfO1/9OhRmJubw8PDA1paWqioqEBhYSH09fUxZ84cODo6IjQ0FBUVFaioqOBVtzA2Noa9vX01r5Ls7GyEhYVBVlYWHTp0gJmZWYMr/69evcLGjRvRv39/qKioQFlZGf3798fGjRvx8uVL3n4HDx6Ej48PPn78CAUFBQA/JxlPnjxBeno6pk2bhq5du0JXVxdiYmIwMzNDaGgo5syZg6NHj+LNmzctllefm5sLOp2OW7duVXv98ePHUFRURHp6+i+f4/r169DW1saQIUNw+PBhqKqqIjo6+n9uYJudnQ0jI6Natz158gQ0Gg3bt2+HpaVlkz+vkpIS2NjY1GmW+U/S0tLAYDAwb968BlMlLly4gA4dOjSpT8DP1LMFCxbA2NgYWlpamD59erXv+D95+PAhkpOTYW1tDTqdjrCwMBw+fPg/HSpPURT69OmDrl271vlZUBQFS0tLSElJ8aLX6oLD4WDt2rVgMBgQERHBunXr6tz3+/fvEBUVhby8PJKSkiAmJobS0lLcvn0bbdu2hbGxcZ2+THVRUlKC7t27w9bWtlp6E0VRSEpKgqKiIqSlpSEmJgZPT08wGAwsWLCA7/anT5/Oi3xrLEFBQTUiVv4XKC0thZaWFg4fPtzaXfmfoqKiAvfv38eePXuQmJiInj17wsTEBGJiYtDS0oK/vz/Gjx+PTZs24fr1681SPl4Af3A4HMyZMwc0Gg0zZsyAm5sbHB0deb8N3759Q0BAADw8PJrsC+Lt7Y2NGzfy/v3x40fIyMj81jLtAgS0FgJhRMBfx6RJk/iaBP3XuXHjBphMJvbv38/3MXZ2dhASEoKwsDDYbDbev38PFxcXDB06FKampoiJiQGXy8WHDx9gZ2cHZWVlsNlsbN68GVwuF2VlZdi6dSvs7e2hqqqK5ORkfPjwAZWVlbC1tcXq1aurne/Dhw/YtWsXIiIioKOjAzqdju7du2PlypV4/PhxnZPhq1evgslkYtGiRWjbti0sLS0hKSkJdXV1+Pv7Y8KECdixYwfu3bv3W0sffv36FQYGBli/fn211/Pz86GpqYnU1NRfap/L5WL+/PlgMBjYsmULRo0aBWVl5f/Z/GAOh1PvpDY0NBRJSUlo3759k66xoqICvr6+GDhwYL3CSmlpKYYMGQJtbW2+I25KSkogLi7eKLNHDoeDgwcPIjg4GLKyshgwYADOnTtXY+JPURRu3ryJhIQEGBkZQUlJCdHR0Th79uz/RIpUc1FWVgYnJyeMHTu21u0ZGRmQkZFBfHw8323++PEDw4cPR5s2beDu7l6tEkQVDx8+hI6ODmRkZJCcnIw2bdqgsrISW7ZsQVBQELZs2QImk4m4uLhGiZFVIoiKigquX7+OiooKpKWlwcXFBTIyMpCUlASbzYaEhESjq/MkJSVhwIABsLOza9RxwM8V46Yc19rExcWhV69erd2N/wwcDgcPHz7E3r17MX36dPTu3RumpqYQExODhoYGfH19ERcXhw0bNiArK+s/F6X2J/HgwQPY2dnBxcUF48aNA4PBwK5duwD89EIbOXIkDA0Nm2SofezYMZibm1f7TdTT0+PbkFyAgP9lBMKIgL+ODh06NEuqwv8yTRFFgJ959YQQ3l/btm3h7OwMTU1NzJgxAxRF4fLly5CTk4O4uDjGjRuHr1+/4vXr10hISACLxYKHhwf27dtXYwJ39+5dKCgoYOPGjYiJiYGJiQlkZGTg7++PRYsW4c6dOzUmiN+/f0d2djY2bNiA2NhYeHp6gs1mQ0ZGBkJCQhgyZAjodDp27NjRaI+R5oaiKPTs2bNGakhRURFMTEyQnJz8S+1/+PABPj4+sLOzw+HDh2FkZITu3bvj06dPv9Rua+Pq6lpn2dIHDx6AwWBg7dq1cHZ2blS7FEVhwIAB8PX1rVccu3v3LgwNDdG3b99qHhX8wG/kwP379xEXFwc2mw0HBwesXbu2Rug/l8vFpUuXMGbMGGhqakJLSwtxcXG4cuVKo4yJ/2sUFhZCT0+vmgl0FR07doSkpGST0iaPHz8OCQkJyMjIICIiAvn5+dW2ubu7gxCCdu3agRACJpMJOp3OizT58OEDevXqBR0dnUb/3qxZswbi4uKQk5OrZqY6ZswYEEKgrKyMkSNHNipKatq0aejfv3+TykhzOBwoKSnVqKDzJ5OdnQ0mk8mXD42AX4PD4eDx48fYt28fZs6cib59+8Lc3Bzi4uJQU1ODj48PxowZg3Xr1uHq1auNfo4KqJ3KykosWLAANBqNV+Vq0KBBPEFqyZIlUFRURFZWVqPa5XK50NfXr1b9a+DAgVi1alWz9l+AgD8RgTAi4K/i06dPkJaW/qvL11UNGOsVRSguUJ4DfF0HfJ4KFE0APidjx9puMNJXqCaOEEJ4K7KjR4/mRWg8evQIZ8+eRdeuXSEvL4/o6OgaFUZKS0tx6tQpxMfHw8bGBiIiImAymUhOTsbVq1d54gmXy0VeXh727duHpKQkdOvWDfr6+hATE4OJiQn69OmDWbNm4ciRI3j16hUoioKJiQlu3LgBZ2fnP0IIW7JkCSwsLKp5IpSWlqJjx44YNWrUL6XunDp1CkpKShg/fjySkpJAp9OxdevW/0SZzQkTJtTpDwEAPXr0wKxZs6Cpqdmo6hkTJkyAra1tnWHgFEVh+fLloNPp2LRpU5Pey0GDBlUzLP4nxcXFWL16Nezs7KCoqIjx48fj4cOH1fapqKjAqVOnEBkZCUVFRZiYmGDq1Km4c+fOf+KzbS7y8vLAZrOrVXe5fPkypKWlERsb2+R2r1y5AjqdjqCgIMjLy6NXr164fPkyVq1ahS5dukBUVJT3DBQWFka7du1q+M4cOHAAKioqGDp0aL3iLEVRyMjIQLdu3SAnJ4fu3btDSUkJEydOBJfLxYYNG8BisbBw4UIoKCjAyMgIgwcP5ju8ferUqejXrx/c3d2b9F5MmDDhl97L3wmHw4GFhUWzmx8LaByVlZXIy8vDgQMHMGvWLISGhsLS0pLnKebt7Y3Ro0djzZo1uHz5sqAkbBN59OgROnbsCHt7e3Tp0gW6uro8Qf7gwYOg0+mNTtFdsWIFgoODef9OTU1F//79m7XfAgT8iQiEEQF/FWlpafDz82vtbrQaVaJIveaAlQVA8TygMKbOv5Xz3dCunRBvUlAlaLRr1w4LFy7E8uXLYWRkBENDQyxfvpy3+l1eXo6LFy8iMTERLi4ukJSURMeOHTF58mRkZGTg8+fP0NLSwowZM7B06VIMHjwYtra2kJKSgqqqKnx9fREfH49t27bh7t279aYp9OzZE1u2bEGfPn0aHXbe3Fy+fBkMBoNX0hP4Oen19/dHaGhok1f8KyoqEB8fDyUlJWzevBkODg5wd3fHq1evmqvrrc6hQ4fQqVOnOrffvXsXbDYbS5cu5fveXrp0KfT09OqMJCgsLERwcDAsLCx+qaTxihUrEBYWxvs3l8vF2bNnERoaCllZWXTt2hWHDx+uFj3148cPHDhwAAMGDICCggJsbGwwe/bsZivd/F+l6h6r8u7x8PCAhIREvQa5/HDjxg2wWCxER0ejTZs2aNeuHZycnNClSxfYdHSAlqUZdGysoKSrXad/R3FxMSIiIqCiolLD5LrKTLXqeZmSksJbUf/w4QOcnJxgZGQEVVVVXoniixcvgk6no3379ujTpw9f6YCTJ09G37594e3t3aT34cmTJ2AwGI1KDWst5s6dCw8PD4F4+IfC5XLx9OlTHDp0CHPmzEH//v1hbW0NSUlJKCkpwdPTEzExMUhNTUVmZmaD/kACfopQixcvBo1GQ79+/UCn0zFnzhxwuVxkZ2dDWVkZ8+bN4/ueKCkpAY1G441Z7t27Bx0dnZa8BAEC/gjaAAARIOAvYciQIcTExISMHDmytbvy27l58ybp3LkzWbVqFQkJCal9J+4nQr4uJgQlDbZ38Ngz0m3QUcLhcAkhhLRp04Y4ODiQ+/fvEzc3NxIdHU2cnJzInTt3yNmzZ8nZs2fJpUuXiK6uLnF3dydOTk6ERqORp0+fkpycHJKTk0Pu3r1Lvnz5QiorK0loaCixsrIiJiYmxMTEhMjJyTXqehMTE0lFRQXhcDhEQUGBxMfHN+r45uLjx4/EysqKLF++nAQEBBBCCKEoioSFhZGCggJy4MAB0q5du0a3+/z5c9KnTx8iLy9POnXqRGbNmkUmTZpERo4cSYSEhJr7MlqNT58+EW1tbVJUVETatm1b6z4hISGkY8eOZNGiReTIkSPE3Ny8zvbS0tJIbGwsyczMJBoaGjW2X7hwgYSGhpJu3bqRWbNmEVFR0Sb3/caNGyQsLIwcOnSIbNq0iWzcuJFIS0uTsLAw0rdvX0Kn0wkhhHz79o0cPXqU7N27l5w4cYJYWFiQLl26kODgYKKqqtrk8/9t7N69m8TGxpLU1FTSvXt3MnDgQLJs2bJfbnfNmjVk6NChhBBCREREiLmLEzEO8CZGLh1Jm3/cayj9QVy1DYiZAosI13IPnjt3jgwePJh06NCBREZGkl27dpEdO3YQd3d3EhUVRVxdXUmbNm14+1MURWJjY8nmzZsJk8kkx44dI5qamoQQQu7cuUN8fHwInU4nOjo6ZOfOnfV+VydPnkyePn1KSkpKyMGDB5v0Pri6upLo6GjSrVu3Jh3/O3j69CmxtbUlWVlZRFtbu7W7I6ARUBRFXr16Re7fv0/u379PcnNzef8vLS1NjIyMiJGREWnfvj3v/2k0Wmt3+48iLy+PhIWFkdLSUkIIIXJycmTz5s2Eoiji5+dHHBwcyLJly4iwsHCDbY0fP55UVFSQRYsWEYqiiIKCAnn8+DFhMpktfRkCBLQaAmFEwF8DAKKhoUGOHz9ODA0NW7s7v5Vbt26Rzp07kxUrVpAuXbrUvhNAyLclhFS+4Lvd0ZMukMWrbhFCfgojMjIyJCAggNjY2JCMjAxy7tw5wmazibW1NVFWViZCQkIkLy+P5OTkkOfPnxNtbW2e8GFqakpMTEyImpoaGTJkCBEXFycpKSlNvua0tDSyc+dO4urqSp48efJLbTUVLpdLfHx8iLW1NZk1axbv9bi4OHLp0iVy6tQpIikp2eh209LSSHR0NImKiiI3btwgb968IVu3biXt27dvzu7/Mejp6ZH09HRiYmJS6/abN2+SgIAAMmLECHL79m2yc+fOWvfLyMggPXv2JKdOnSJmZmbVtlVWVpIZM2aQ1atXk3Xr1hFfX99f6vOPHz9IWloaCQsLI3JycqR3794kLCyMWFhYkDZt2pDCwkJy8OBBsnfvXnL+/Hni5OREunTpQgIDAwmDwfilc//NzJ07l8yYMYNwOBySl5dHlJWVf6m9x48fE2NjY8LhcAghhPgMH0w8I8PrPYYuKkFCNPSJdLvqQgWHwyE7d+4kkyZNIvn5+SQoKIgsXbqUqKio1GijoqKChIWFkRcvXpCDBw+Sbdu2kZkzZ5Jdu3YRFxcXQsjPSVCnTp2ItLQ0UVZWJnv37iUSEhK19ikhIYHk5eURDodD0tPTm/JWkC1btpDt27eTY8eONen4lgYA8fT0JD4+PmTs2LGt3R0BzQQA8vr16xpiyf3794m4uHitgsnf/AylKIqsWLGCTJs2jVhZWZHbt2+T1NRU4ubmRnr27EkIIWTXrl1ERkam3nZevXpFzM3NyYsXL4iMjAzx8fEhw4cPJ4GBgb/jMgQIaBUEwoiAv4ZHjx6RTp06kVevXlVblfuvc/v2beLj41O/KEIIIZwnhHxb3qi2374vIepmG0hlJUUIIYROp5Pi4mIiJydHjI2Nybdv38jjx4+JjIxMNfHDxMSEGBgY1LnCWVRURIyNjUl6ejqxt7dvVJ+qyMnJIT169CAzZ84kW7ZsIfv27WtSO7/C5MmTyaVLl8jJkyd5KzTz5s0jmzZtIhcuXCAKCgqNaq+0tJSMGjWKnDt3jgwbNozMnz+fDBo0iEybNo2IiIi0xCX8EQwcOJDY29uTiIiIOvfx9/cn7u7uZNasWeTSpUtET0+v2vY7d+4QT09PsmvXLuLm5lZt2+vXr0nfvn2JiIgI2bJlC1FUVGxSPwGQGzdukPXr15O0tDRibW1N8vLySGpqKvHw8CBv374l+/fvJ+np6eTGjRvE09OTdOnShfj5+RFZWdkmnVNAde7du0csLCwIm80mz549a1I01j/5+vUrmTdvHtm2bRvRcLYn/mNH8HWcgqg46aNlTETatiX5+flkzZo1JDU1lejq6pKoqCiiqqpKIiIiiKqqKlm1alW1yKDS0lLStWtXIiIiQnbu3MkTO06fPk369u1LkpKSePdCfn4+8fLyIoT8fP4ePnyYSEtL1+jPxIkTSV5eHhESEqpTOGyI79+/ExUVFXLnzp0/MpJp48aNJCUlhWRlZfG1Ii7gfxsAJD8/v4ZgkpubS0RERGqIJe3btycMBuOvGf89e/aMhIeHk4KCAlJcXEwCAwPJnDlzyLhx48jly5fJkSNHGryPe/bsSRwcHEhMTAxJSkoi379/J7Nnz/5NVyBAwO9HIIwI+GtYtmwZuXXrFlm3bl1rd+W3USWKLF++nHTt2rX+nUu2E1JxrdHn8O62j5zMeEUIIURcXJyYmJiQ9+/fE3FxcbJo0SJia2vbaAGAkJ8rGtOnTyc3b95s0qS/vLycyMrKkjNnzpBRo0aR69evN7qNX+Ho0aNk6NChJDs7m7BYLEIIIRs2bCCJiYnk0qVLjV7Jvnv3LunZsycxNzcn7dq1I5mZmWTz5s3E0dGxJbr/R7F69Wpy5coVsnHjxjr3ycrKIj169CD9+/cn7969I2vXruVte/HiBXF0dCSLFi0i3bt3r3bcvn37yLBhw8jo0aPJuHHjmpSGVFBQQLZu3UrWr19Pfvz4QQYNGkQGDBhAVFVVSWhoKPn69Sv59OkTefjwIfH39yddunQhXl5eda7uC2g63bp1I0eOHCG2trZEX1+frFq1qlkmQiWcCrL20U1CNeIY9vdKsm/eEnL69GnSu3dvEhkZWS3qqaKigsydO5csWbKEJCYmkmHDhpGioiLi5+dHjI2NyerVq2tM8J88eUICAwOJh4cHWbRoEWnXrh0pKioinTt3Jl+/fiXS0tLkxIkTRF5evtpxEyZMIHl5eURMTIxs2bKlye9DZGQkUVJSIpMnT25yGy3Bhw8fiKmpKTl27BixtLRs7e4IaEUAkHfv3tUqmAgJCdUqmLBYrP+kYEJRFFm9ejVJSEggqqqqpLy8nOzYsYOcOXOGLFq0iBw8eLDe++XKlSskNDSUPH78mGRkZJCkpCRy4cKF33gFAgT8Xv47iegCBDTAyZMneStrfwNVOeh8iSKEEMLNb9J5LEz/f77p6tWrSVZWFnn69Clxd3cn8fHx5Pv3701qt0ePHkRDQ4PMmzevSceLiooSVVVVUlFRQfLzm3ZtTeXFixdk0KBBZOfOnTxR5ODBg2TixInk5MmTjRJFAJDly5cTDw8P0rVrV3Lt2jUiIiJC7ty581eIIoQQ4uDgQC5fvlzvPlUTYRqNRvbu3Utev35NCPnpUeLt7U3Gjx9fTRT58eMHGT58OImNjSUHDhwg8fHxjRJFOBwOOXjwIAkJCSH6+vrk7t27ZPny5eTx48ckODiYbNiwgZibm5NDhw6R+/fvk2nTppH379+TzZs3k+DgYIEo0gI8efKEHD16lPTo0YMcOnSIZGVlNfn58W9yPhc0ShQhhJDnnO/E2c2VvHz5kqxYsaJGKpiIiAhJSEgg58+fJ1u3biX29vbExsaGuLu7k7Vr19Ya9aCrq0uuXr1Knj17Rnx8fEhhYSFRUFAgZ86cISoqKuTz58/E1dWVFBQUVDuOoihCUdQvR9AMHjyYrF+/nlBUY9+NlmXUqFFk4MCBAlFEAGnTpg1RUlIinTp1IjExMWT16tXk4sWLpLCwkNy7d49MnTqVGBkZkfv375PExETSvn17QqPRiKOjI4mIiCBLliwhp06dIm/fviX/62vHQkJCJDIykmRnZxMajUYqKiqIm5sbERYWJkuWLCHe3t7k0KFDdR5vZ2fHi0SzsbEhN2/eJBUVFb/xCgQI+L0IhBEBfwUVFRXk/PnzxMPDo7W78lu4c+cO8fb2JsuWLeNPFCGEEFQ26Vwhwf7E2tqaCAkJ8dIBhIWFyfLly0mfPn2Ig4MDycnJaXS7bdq0IStWrCCLFi0ijx8/blLfDA0NyadPn8inT594HgEtTVlZGenWrRuJj4/nCRcXLlwggwcPJocOHaqR4lEfRUVFpEuXLmTdunW8/y5atIisXbu21nD5/ypGRkbkw4cP5NOnT/XuN3nyZJKSkkIGDhxIFixYQEpLS4m/vz/p2rUrGTHi/6dA5ObmEhsbG1JUVERu375N7Ozs+O7L/fv3SVxcHFFTUyNz584l/v7+5OXLlyQqKoocP36cGBkZET8/P/L582eSkpJCLly4QISEhIiXl9d/Ot3pTyAxMZEQQsjUqVOJtLQ0OXz4MElJSSG7d+/+5bbzvhY1+hhxWRly7dED8uLFi3r3MzIyIitXriSPHj0iBQUFRFZWllRW1v08lpWVJYcOHSKWlpbE1taW3L9/n0hJSZHDhw8TMzMz8vX/tXffcTW3/x/AX6edFlI2IaNl711K9p7hNjJCtlRIZsvI5ra5ue29V1bIzIgUUUYiGpLm6fP7w6++3Nqd02m8no/H/fh+dT7X9XmfpDqvc13v69s3tGnT5rdAWBAEpKSk5PlrsGHDhtDS0sKVK1fyNI8knTp1Cnfv3oWzs7OsS6ECTCQSoVy5cujQoQMmTZqEDRs24Pr162mr+RYtWoS6desiMDAQS5YsQf369VG6dGm0atUKY8aMgaenJy5cuID3798XusBET08Ply5dgr29PUQiEZYtW4bNmzdj165dGDduHFavXp3uOJFIhKlTp2LlypXQ1NREjRo18Pjx43yunij/MBihYsHHxwc1a9ZMOwWiKEsNRdasWZOz0wPkctfjoFnzjrh37x7i4uLSTl0Bfv5Atbe3h7u7Ozp06IDLly/neO4qVarAyckJY8eOzdU7lIaGhggICEDZsmXx8ePHHI/PjalTp6JatWqYOnUqgJ9/H/369cPevXvRuHHjbM9z48YN1K9fHxoaGhCLxQgLC8Pjx4+LZeMzeXl5NG3aFD4+Pple16ZNG1SuXBlVq1bFrl270LNnTxgYGGDJkiUAfr443LRpE9q3b49p06Zh79692ertER0djU2bNqF58+YwNzeHgoICLl++jCVLluDJkycwNjbG0KFDIRKJsGfPHgQHB8PT0xNt2rSBsbExPn78iKioKEl8KigDISEhOHLkCHr27Inq1asDACpVqoSTJ09iwoQJWa44ysq3xIRcjWvYqiU6duyIIUOG4NWrV+le4+3tjY4dO2L9+vXw8/ODl5cXmjVrBl9f3wznlZeXx9KlS+Hk5IT27dvj1KlTUFZWxv79+2Fubo4fP36gdevWePPmDYD/BSN5XTEiEolgbW1dYLakxsTEYMKECdi0aRNXYVGuiEQi6OrqwtTUFBMnTsS6detw9epVfP78GYGBgXBxcUHDhg0RFBQENzc3NG7cGCVLlkSLFi1gbW2N5cuX49y5c3j79m2BDkxEIhHGjh2LR48ewcDAAI8fP8Zff/0FV1dX/P3335g8eTLEYvEf4/r164eXL1/i0aNH2Vq9SVSYsccIFQtOTk4Qi8VwcXGRdSlS9eTJE1haWmL16tV/9FLIUtwVIO54Du8oArScAPnMe4hcu3YNAwYMwNKlS/HXX3/l6A5isTit8aa1deanQfzXzp07ceHCBQQFBWHFihVo2bJljsbn1D///IPFixfj3r170NTUxOvXr9GmTRusWrUq2yGVWCzG4sWLsXHjRnTr1g3Hjh2Dm5sbRo0aVST3QGeXs7MzkpKSsvw3fPnyZYwfPx4ikQgpKSl4/vw5FBUVERkZibFjxyIwMBD79u3L8mSqlJQUXL16Fdu3b8fJkydhbm6OYcOGQUFBAceOHcPx48dRqVIl9OnTB3369IGBgUGGfz9t2rSBs7MzzM3Nc/38KXNjxozBnj178OjRoz9WZZ09exajRo2Ct7d3ro9wXed/DwnpvGjISseK1VFVQRUrV65M+z7g5OSUtp3u5MmTsLa2xu7du9O2egqCgF27dsHOzg6jR4/GvHnzoKKikuE9fHx80LdvX0yePBmzZs0C8LOnyI4dOyAvLw8vLy9s2rQJgYGBqFmzJlasWJGLz8D/REREoHr16nj9+nWu+kdJ0uTJk/H9+3ds27ZNpnVQ8fL169d0jxWOiYlJ613yay+TKlWq5Kp/lbQIgoBt27ZhxowZEAQBgwYNwsuXL6Guro5///0X6urqv13v6uqKwMBAlC9fHvv370enTp1QqVIlODo6yugZEEkHgxEqFpo1awZ3d3e0b99e1qVIzdOnT9GxY0esWrUKAwYMyPkEKbEQohZAhBzsH1U0AjTGZOvS58+fo0uXLhg9ejTmzJmToxf5qSeKPHnyBOXKlcv2uLt378LGxgbVq1fHwIEDcx4W5cDTp09hZmYGLy+vtAa0rVu3xsyZM2FjY5OtOd6/f48hQ4b8tox+165duX4xV5ScO3cO7u7uWS7hFwQBlStXhry8PL5//443b97Az88PVlZW6NGjBzw8PDJ9kRkSEoIdO3Zgx44d0NTUxJAhQ6Crq4tLly7h9OnTMDQ0RN++fdG7d29Uq1YtW7VPnz4dOjo6/CVSSkJDQ6Gvr4/OnTtneBTtxo0b4enpiVu3bkFbWzvH99j32g+hP77neNzg6kYoX+LntrevX7/C3d0dW7duxahRo1ClShW4uLjg+PHjaNq06R9jw8LCMGnSJDx58gRbt27NtKfQ+/fv0bNnTxgaGmLz5s1QUVHB0qVL4e7uDjk5OVhaWqad9uXu7p7j5/HH8xo8GC1btvxti1p+u337Nvr06YNnz57JPKAhAn6Ghv7+/r8FJs+ePUN0dDQMDAz+aPyqp6cn08Dk3bt3GDVqFO7duwddXV0YGxsjODgYp06dQoUKFQD8/Jm6Z88eDBs27LexQ4YMwe7du2VRNpHUMBihIi8iIgJ6enoIDw/P8HjYwi41FFm5cmXaOfU5lZCQgCP/TsbgnqrZHKEEaM0A5Mtm+x6hoaHo1q0bGjVqhPXr1+doWbejoyNev36N/fv3Z3vMt2/fUL58eYwePRp6enqYNm1atsfmRHR0NJo0aYJ58+Zh6NChiI6ORrt27dC3b99sn95w/PhxjB07Fu3atYOXlxdmzJiBWbNmQV5eXio1FzaRkZGoUqUKIiMj/2hKGRISAl9fX/Tq1Qtr1qyBu7s71NXV0bBhQ3z58gVPnjzB5s2bf9vq9au4uDgcPXoU27Ztw6NHj9C7d29UrVoVDx48gJeXF5o2bYo+ffqgV69euTrKd+/evTh48CCOHDmSq+dOmZs8eTK2bNmC+/fvw9DQMMPr7OzscOfOHVy8eDHHPwt8v4bhysfgHI3RUlTGqFr1/wiB379/j759++L+/fuwtbXF4sWLM+0ZdPToUdja2qJ3795wdXXN8NofP35g1KhRePPmDY4ePYoKFSpg69atmDlzJuLj49GgQQN06NABixYtytHzSM+lS5cwc+ZM+Pr6ymQlW2JiIho2bAgnJ6dc/8wjyi9RUVHw9/f/45SciIgI1KlT57fAxMjICHp6evn2s18QBOzYsQNTpkxBcnIyzM3N4evri9OnT0NPTw9NmzZFYGDgb9uE1NTU8Pfff2PIkCH5UiNRfmEwQkXewYMHsWPHDpw+fVrWpUiFJEKRsLAw9OnTBxUqVMCcacZoYBCVxQhlQMMaUMx+I9FUMTExaStaDhw4kO0monFxcahbty48PT3RrVu3bN+vUqVKGDZsGBITE7F8+fIc15sVQRDQr18/6OrqYsOGDYiPj4elpSXq1auHVatWZfmiIT4+HnZ2djh+/Dj09fXx6dMn7N69Gw0aNJB4rYWdkZER/vnnnz9Onpg5cyaWL18Oc3Nz+Pn54datW+jVqxdiY2Px9u1bPH/+HPr6+r+NEQQB9+7dw/bt27F//37Ur18f+vr6CA4Oho+PD0xNTdGnTx907949z+9Gv3r1Cqampmkn5ZDkhIeHo2rVqjAzM8OpU6cyvTYlJQUDBgyAkpISdu/enaN3ahPEydgW+Ahx4uw3qTYrr4f62r+vcEtJScGMGTNw6dIlbNiwARs2bMDly5fh4OAAGxubDFczRUZGws7ODhcvXsTGjRvRuXPndK8TBAEuLi7YuHEjjhw5giZNmuDIkSMYPHgwUlJS8Ndff0mkP0hKSgpq1KiBQ4cOoVGjRnmeL6cWLVqEu3fv4sSJE8V6iyEVbt++fUs3MAkPD0ft2rX/OFa4evXqUgtMPnz4gCFDhuDOnTuoXr06Pn78iNjYWCQmJkJXVxdRUVGoaGyApr26oYqJIarXrAkNFRVUUdNC3dK60FLKeCUmUWHBYISKvDFjxsDY2BhTpkyRdSkS5+fnBwsLC3h6emLQoEG5muPBgwfo3bs3hg8fji9fvuDKlSu4dGYlKmk/B8Rv/3O1PKBUD1DtAsjnvpFtUlISxo8fj4cPH+L06dPZfhfey8sLI0aMwLNnz7IdqFhYWKBBgwZ4+/Yt9u3bl+uaM7JixQrs3bsX3t7ekJeXR79+/VCiRIlsvfDy9/fHoEGDoKmpiaCgIAwaNAguLi6ZbvUoloQUIMkfD29vQG19ZaipygNyaoBCTUClJWoaWKQ1tixfvjzWr1+PkSNHQkVFBU2aNIGlpSUmTpwIAGnB0/bt2/H9+3cYGRnhy5cvCAgIQKdOndCnTx907txZoqf+CIIAbW1tPH/+PEdbwShrdnZ2WL9+PW7duoV69epleX1cXBzMzMzQoUMHLF68OEf3CogIx8l3gZDLxguTqupa6F21DuR+edGemJiIkSNH4u3btzhx4gRKlSoF4GdvqLlz5+LRo0dwdnbG8OHD0z2qF/i5UmPs2LFo1aoVPD09M2wofuzYMYwZMwarVq2ClZUVevfujZMnT0JBQQEnT56EhYVFjp57ehYuXIiwsDCsX78+z3PlhL+/P9q0aQNfX19Urlw5X+9NlB9iYmLw4sWL37bjPH/+HGFhYahVq9YfgUmNGjUy/J6RE4IgYPv27bC1tUVcXFzaxyvVqI6RK1xQsnrVDMc21C6HNuWqQF5UcHqpEOUUgxEq0gRBQLVq1XD27Nksmy0WNn5+fujYsSNWrFiR61Bk3759mDRpElxdXbFjxw5oa2tj165d/zupI/kjIH4HCImAnAagUAOQU8980mwSBAFLlizBli1bcObMmUyXwP9q5MiR0NTUxKpVq7J1fWqn9cePH8Pb2zsvJf/hxo0b6NevH+7cuYOqVati9OjR+PDhA06cOJHpsZipjc8cHBxgbGyMV69eYceOHcXmOOkcEUcA33ekE9L9z5FTQRg+8Ty+f/95JLOqqiouXLgAW1tbDBkyBGvXroWnpyd27dqFK1euQF9fH7GxsQgPD0fPnj3Rp08fmJubSzWQ6tixIyZPnpyj1U6UucjISFSqVAmtWrXChQsXsj3u8+fPaNGiBebMmYNRo0Zle1xQUBCGTJuMfvMdIKeU8TbAmpql0alSDSjK/S9A+f79O/r16wdlZWXs27cPqqp/blm8desWZs+ejbCwMCxatAh9+/ZNN1yNjY2Fk5MT9u7di5UrV2LAgAHprpp48uQJevbsicGDByM6Ohp37tzB8+fPoaCggD179mS4tSy73r59iwYNGuD9+/fpPh9pSElJQdu2bTFo0CDY2trmyz2JCorY2Ni0Hia/BiapfZZ+3Y5jaGgIfX39XJ1ENWvWLCxduhQAoFFGG5N3b0LpihWyHKevWRrdKtf8LRAmKkwYjFCRFhgYCDMzM7x7965ILbd99uwZLCwssHz5cgwePDjH41NSUuDk5IQ9e/Zg0aJFcHR0xNixYzF37tx8bwSWevrCgQMH0K5duyyv//r1K4yNjXHs2DE0a9Ysy+s3bNiAq1ev4s6dOwgODpZAxT+FhYWhcePG2Lx5Mzp37gxHR0dcuXIFly9fhpqaWobjoqOjMW7cONy/fx/Jyclo3bo11q5di5IlS0qstiIjJQr4tvLn/2bh1t1QdOh9BPHxYqiqquLRo0c4ffo03N3d8fXrV2hqakJFRQUpKSno27cv+vTpg7Zt20rkXbbsmDNnDhQUFLBgwYJ8uV9xMG/ePCxfvhzXr1/P8XaOgIAAtG3bFnv27Mn2aUFeXl4YPHgw3FYsR7A4Hhq1qkNO/ecRsQoiOVRV10ID7XKoov77EdDh4eHo2rUrTExM8Pfff2f6NScIAi5evIjZs2enhceWlpbp/vzy8fGBtbU19PX1sX79+rSTbv577379+uHt27eoVKkSWrdujW3btiEuLg6bN2/Oc3+Ozp07Y8iQIRg6dGie5smujRs3YteuXbhx4wb7LxH9vx8/fuDFixd/BCbv379HjRo1/jglp2bNmhm+eSMIArS0tBATEwMAGLPBE3VaN892Le3LVUXDMjnvxUVUEDAYoSJt7dq1ePjwYZE6yi81FFm2bBmsrKxyPD4mJgZDhw5FZGQkevXqBTc3N2zdujXP7x7mxaVLl2BlZYXVq1dna/XL3r174erqigcPHmT5bsi1a9fg4OCAhw8fIi4uTiLBT3JyMiwsLNCmTRssXLgQK1aswJYtW3Djxo1MT7y4c+cOBg8eDG1tbQQHB2Pt2rVsHJiZmI1A0otsX75srS/mud1DYmIidHR0EBMTg7i4OGhoaEBeXh4nTpxAixYtZHIKwNGjR7F582acOXMm3+9dFMXExKB8+fJo1KgRrl27lqs5rl27hv79+8PLywvGxsZZXr9t2zbY2dnh3LlzGDx4MA4dOgRDExOIhRQoyyuk+y5pSEgIOnbsiH79+mHx4sXZDugFQcDhw4cxd+5clC1bFq6urukeN56QkABXV1esW7cOLi4uGD169B/3SExMRP369RESEgIHBwcMGzYM7dq1Q0REBFatWpWjVTP/dejQIaxbty7L06Ik4cOHD6hfvz6uXr0KIyMjqd+PqLCLi4tDQEDAH8cKh4SEoHr16n8EJrVq1cKnT59QvXp1yMnJofPAfmhnPzlH91RTUMTo2g24pYYKJX7VUpF24cIFdOzYUdZlSMzz589hYWGBpUuX5ioUCQoKQosWLVCmTBnUqVMHmzdvxo0bN2QaigCAubk5Ll26hFmzZsHDwwNZ5bWDBg1CxYoVsWzZsiznNjAwQEBAADQ1NREeHi6Rep2cnKCoqAhnZ2fs2rULq1atwvnz5zMMRVJSUuDu7o6uXbtCXl4epUuXxqNHjxiKZCb5fY5CEQAYP8oEKsoiKCoqQllZGdOmTcOSJUtgYGCQ1thWVkcjNmnSBPfu3cvya5uyZ+3atRAEAW5ubrmeo127dmnNnD9+/Jjl9a9fv8a3b98gEomQlJSEevXqQUleHqoKiumGIk+fPkXr1q0xceJELFmyJEerFkUiEfr16wc/Pz+MGDECgwcPRrdu3fD48ePfrlNWVsb8+fPh5eWFzZs3o0OHDmn9dlIpKSmhTZs2KFu2LJYuXYrg4GDcvXsXlSpVwpQpU7B27dps1/VfPXr0wLNnzxAUFJTrObJDEARMnDgREyZMYChClE2qqqqoX78+rKyssGTJEhw9ehQBAQGIiorCvn370K9fPwiCgAMHDmDAgAHQ0tJCq1at0r7HKelVyvE9Y5OTEPI9WgrPhkj6GIxQkZWUlIRr165le5l0Qff8+XOYm5vDw8MjV0ekeXl5oWXLlrCyssKLFy/w+fNn3LlzB7Vr15ZCtTlXt25d3Lp1C7t378bEiRMhFoszvFYkEmHDhg1Yvnw5Xr58mem8Ojo6EIlEKFeuHN6/f5/nOk+cOIE9e/Zgz549OHfuHGbNmoXz589n2AQwLCwMnTp1wubNmyEWizF16lScO3cu3WXv9IvEBzkeolZCAZvWTcLjx48RHByMRYsWwc7ODhEREejatStcXFxkFkxUrFgRCgoKCAkJkcn9i5IfP37Azc0NdevWRYsWLfI015AhQ2BtbY3u3bsjNjY202ufP38OLS0tXLx4ET169Mg06PD29k77fj15cs7ecf2VgoICRo4cicDAQFhYWMDS0hJWVlZ/hB8mJia4ffs2unXrhubNm2PZsmVITv7fCTqCIEBXVxfjx4/HwIEDcfToUfj4+MDAwACOjo5wdXXNVX1KSkoYOnSo1FdlHjlyBAEBAZg9e7ZU70NUHKioqKBu3boYNGgQFi1ahMOHD8Pf3x/R0dEYNGhQ2s/J8rVr5mr+T3GZfy8lKqgYjFCR5ePjA319/Qy79hcm/v7+sLCwgIeHR473cguCgHXr1mHw4MGYO3cu1q9fD0tLSxw5cgSamppSqjh3KlWqhBs3biAwMBC9e/fO9IWKnp4e5syZg3HjxmX6YlckEsHAwADq6up5DkaCgoIwevRoHDhwAIGBgRg5ciROnDiBOnXqpHv9+fPnUb9+fbx+/RolS5bE7du3MXHixCLV70Zqkj/kali/Xs1Rq9b/jpGWl5fH7Nmz4eXlhbi4OFy8eFFSFeaISCRKWzVCefP3339DLBbD3d1dIvPNnTsXJiYmGDx4cKaBbGBgIGrUqIETJ06gR48eGV534sQJ9OnTB//880+uekClR1lZGVOmTMGrV69gaGiI5s2bY9y4cfjw4X//TuTl5TF9+nTcuXMHZ8+eRYsWLfDkyRMAP38OpKSkoF69erh58yZWr16N2bNn49KlS2jWrBmWLFkCR0fHXAWH1tbW2LFjx29BjCRFRkZi8uTJ2LJlC5SVlaVyDyL6+X0mMjISKSkpMDExQdVqermaJzklRbKFEeUTBiNUZBWVbTT+/v4wNzeHu7t7jkORxMRE2NjYYMOGDZg8eTIWLVqEjRs3Yt68eTLbUpAVLS0tnDlzBqVKlYKpqSk+ffqU4bWTJk3Ct2/fsGPHjkznNDAwgIKCwm8vInIqLi4O/fr1g5OTE9TU1NCnTx/s3r0bTZs2/ePaxMRE2NnZYciQIUhISMCQIUNw+/btDAMUSk8uX2QJf46zsrLC27dv0adPH7i4uOSxrtxr0qQJ7t+/L7P7FwUJCQlYtGgRatWqhbZt20pkTpFIhL///huxsbGYPn36H4/v3LkT27dvR3BwMMqVKwd/f/8MG0Vv3boV48aNw+nTp6Xy80ddXR1z585FQEAASpYsibp168LOzg5fv35Nu6ZGjRq4dOkSbGxsYG5ujnnz5iE5ORlisRiKiorQ19fH7du3ERwcjF69emH37t3o1KkT1qxZg0mTJuU4HDEyMkLlypVx7tw5ST9dAD9PyOjZsydatWollfmJ6H+WLFmCjx8/4smTJ6hWMedbaQBALRcn4RAVBAXzlRGRBBSFYOTFixcwNzeHm5tbjkOR8PBwmJub48OHD2jatCn27NkDb2/vQnFcqJKSEnbs2IFOnTqhZcuWCAwMTPc6BQUFbNmyBQ4ODpkGKAYGBkhOTs7TihFbW1vUqVMHXbt2RefOnbF69ep0v75evXqF5s2bY9++fdDU1MTZs2exYMGCXB2ZV6zJlZTYOEVFRTg6OsLHxwchISG4detWnkrLLa4Yybvt27cjMTEx7ShJSVFSUsLhw4dx6dKlP44CX7JkCWxsbBAbG4tTp04hPj7+jxMdBEGAq6srFi9ejGvXrqFJkyYSre+/tLW14e7ujqdPn+L79++oXbs2Fi5cmHaShEgkgrW1NR49eoSnT5/i6NGj+PbtW1rdWlpaOHHiBJo0aYJWrVrB2dkZVlZW2L59O0aMGIGUHL7ja21tja1bt0r8eV69ehXnzp3L9VYfIsqZsmXLomzZsgCAquolczVHVbXcjSOSNQYjVCRFRETA398/3S7+hcWLFy/QoUMHuLq6YtiwYTka+/jxYzRp0gQNGjRAREQEIiMj4ePj89sWg4JOJBJh4cKFcHR0RNu2bXHz5s10r6tfvz5GjBiBqVOnZjiXgYEBvn37lutgZNu2bbh9+zZcXFxgaWkJR0fHdBun7tmzB40bN0ZwcDC6du2Kp0+fonnz7B9zR79QNMjlOMN0Pzx8+HAEBARgwIABMnuR1bhxYzx48CDHLzrpp6SkJDg5OaFatWowMzOT+PwlS5bE6dOn4eHhgePHj6d93Nra+rftbz179gQAbNmyBbt27UJKSgqmTZuGvXv34ubNm/n6fbZChQrYsGED7ty5g8DAQOjr68PT0xPx8fFpjx85cgQNGjRAcHAwtm3bhu/fvwP4ufXG3d0d8+fPR4cOHdC9e3dMmTIFBw4cQL9+/XK0NWbgwIG4cuVKpgF1TsXFxWHs2LFYt24dtLS0sh5ARBJlWFIHCjk8XaaSmia0VVSlVBGRdDEYoSLJy8sLrVu3LrT7kVNDERcXF/z11185Gnv48GGYm5tj1KhROHz4MLp06YLDhw8XuH4i2TV69Gjs2LEDvXr1wuHDh9O9xtnZGXfv3s3wKFRDQ0N8+vQpV1tpHj16BHt7e+zcuRP9+vXDkCFDMHHixN+u+f79O4YNG4ZJkyZBSUkJu3fvxsaNG6Gmppbj+9H/U6oPiNRzNkahOqBQIf3plJRgb2+PJ0+e4MGDB3+c7pEfypQpg9KlS2e4Aooyt3v3bvz48QMeHh5S69Ojp6eHY8eOYfTo0bh17y58v4ZBv1dnDFm6CP2dHVC/swVWr10DsVgMe3t7jB07Fu3atcPDhw9x/fp1VKiQ/teftNWoUQO7d+/GxYsXcfXqVdSqVQtbt25FcnIyRCIRqlSpgurVqyMuLg4mJia4cOFC2thhw4bhxIkTsLGxgZaWFhYtWoQzZ86gS5cuSExMzNb9NTU10bt3b+zatUtiz2nRokWoV69epv1ciEh6VBUU0LJs9rfTyItEaFeuqhQrIpIukcCzA6kIGjt2LAwNDTNdRVBQBQQEoEOHDliyZAmGDx+e7XEpKSlYtGgRtm7dimHDhmHz5s3Yvn07unbtKsVq84+vry+6deuGmTNnYtq0aX88fvHiRYwZMwZ+fn5QV//9BXVKSgo0NDRQvnz5P05zyExUVBQaNWoEZ2dn7NixA3Xq1MG6det+e1Hm6+uL3r17Izo6Gm3btsXWrVuLRMPfAiHhIRCb3RdaCoDmFEAh/dOBACA+Ph41atRA//798enTJ+zdu1cydebAgAED0L179xyvAivuxGIxKleuDE1NTfj7+0u1gXFySgp23byCL2qKUPjPlhkAUJVXgFZ4NMZ17YXv379DXl4e586dK1AnoN2+fRuzZ89GaGgoFi1ahJMnT+LevXvYuHEjEhISMG7cOJiammL58uUoXbo0AOD9+/fo1asX6tSpg7Zt22Ly5Mlo1KgRLl26BFXVrN8BvnnzJqytrSXy9/P48WNYWFjgyZMnKFeuXJ7mIqLcEwQBV8NC4Ps1LNPr5EUidKlcEzU1S+dTZUSSxxUjVOQIglBo+4ukhiKLFy/OUSgSGxuLAQMG4MyZM2jbti2OHj0Kb2/vIhOKAECDBg1w69YtbN68GVOnTv3j9AgLCwu0a9cOTk5Of4yVk5NDrVq18P79+2w3FkxJScHw4cPRuXNnHD9+HDo6OlizZk3aL/yCIMDT0xNt2rRBREQEVq1ahWPHjjEUkSTlhkCJXllelpIiD6iPzDQUAX4eUWhnZ4egoCBcunQpy6OepYF9RnLn4MGDiI6Ohru7u9RDkWMhLxBVSi3dUAQA4sTJCCuthvZjRwD4+b2id+/eadtXCoIWLVrAy8sLa9asgYeHB06fPo2YmBgoKCjA0tIST58+hYaGBoyNjdNW4lWqVAnXr1+HWCzGli1bsG7dOjx48AAtW7ZM236TmdStq3nt4SMWizF69Gi4uroyFCGSMZFIhPblqqJr5ZrQVk4/INVTLwmrGsYMRajQ44oRKnJevnwJU1NTvHv3rlAdixoYGAgzMzMsWrQII0eOzPa4kJAQ9OzZE7Vr10ZISAgqVKiAnTt3QkNDQ4rVyk5kZCR69+4NbW1t7N69+7d3Mr98+QJjY2OcPHnyj+aHQ4cOxeHDh/Hx40eULFkyy/u4u7vj6NGjMDY2RkhICE6dOpW2NevLly8YOHAg7t69CwMDAxw4cAB6enqSfJr0q6TXQNw5IPm/W1Dk8fJtCTi7+mDPvgvZ+vf+48cPVK9eHb169YJYLMbmzZulU3MGrl69itmzZ8usAWxhlJKSgmrVqkFeXh5BQUFS/b7uFRqMRxGZvzP6q/PL1sCgpA769OkjsVNyJE0QBLRt2xZ37tyBkZER1q5dm3bCy82bNzF69GgYGhpi7dq1KF++PARBgIuLCzZu3IjZs2dj+vTpqFq1Knx8fLL83rl06VL4+/tj27Ztua7X09MTJ06cgJeXV6H6GU5U1AmCgLC4WITFfUdSihglFBRRWU0TWkoqsi6NSCK4YoSKnNTVIoXpF6rUUGThwoU5CkVu3LiB5s2bo23btvD29kb37t1x6NChIhuKAECpUqVw/vx5KCsro0OHDvjy5UvaY2XKlMGyZcswZswYJCUl/TbOwMAAampq2WrAevXqVXh6eqJp06Z4/Pgxjhw5khaKeHl5oVatWrh9+zbmzJmD27dvMxSRNsXqgOYEQGseoDYcKDEQULcGSi5AdZP5CHgVgT179mRrqhIlSmD69On49OkTDh8+nKeTinKjUaNGePLkyR9fn5SxEydO4MuXL1LtLQIAMUkJeJyDUAQABjjOxApPzwIbigA/3/GtXLkyypUrh969e2PIkCHo1q0bHj9+jFatWsHX1xcGBgaoV68etm/fDgCYM2cO1q5di3nz5mHu3Ll49+4d6tWr99v32/T89ddfaSfg5MabN2+wZMkSbNq0qVD9DCcqDkQiEcqXUEcD7XJoqlMRxqV0GYpQkcJghIqcCxcuwMLCQtZlZNvLly/RoUMHLFy4EKNGjcr2uM2bN6Nv377o378/9u/fj82bN2POnDmQkyv6/6yVlZWxe/dutG3bFi1btkRQUFDaY0OGDEG5cuWwYsWK38YYGBhAJBJl+UI4NDQUVlZW6NOnDy5cuIAzZ85AQ0MDycnJmDFjBrp27YqSJUvCx8cHDg4OkJeXl8pzpHTIlwaUGwAqLQAlE0BOHfLy8li/fj1mzZqF6OjobE0zfvx43Lx5Ez179sTy5culXPTvNDQ0UKVKFTx79ixf71tYCYKAWbNmQVtbG3369JHqvZ5FhiOnS2ijkxLwLjZ7X3eylJKSgpSUFPTt2xcBAQHo2LEjLC0tMXjwYLx79w6LFy/GhQsXsHbtWnTs2BFv3rxBz5494eXlha1bt2LIkCGIjo6GsbExPn78mOF9ypYti/bt22P//v05rlEQBIwfPx4zZ85EzZo18/J0iYiIcqzov4KiYiUpKQlXr14tUE3wMvPy5UuYmZlhwYIF2Q5FkpKSMGnSJCxduhTt27fH5cuX4e3tjS5duki52oJFTk4Obm5umDZtGlq3bo07d+4A+PmOxoYNG7B06dLfAhMDAwPEx8fDy8sL27dvT/dFdFJSEgYOHIiWLVvi1KlTOH/+PHR0dBASEoK6deti7dq1GDVqFPz9/VG3bt18e66UuWbNmqFLly6YP39+tq7X0NDA5MmTERMTg507d2b5LrikNW7cmH1Gsun8+fN4//49XF1dpR76fvgRk7txsbkbl58EQYBYLIaioiKUlZUxefJkvHr1CsbGxmjRogXGjRuHMmXK4M6dO+jYsSOaNm2KVatWwdDQEHfu3EFAQACaNGkCsVgMQ0NDhISEZHgva2trbN26Ncc17tmzB2FhYZgxY0ZenioREVGusMcIFSne3t6YMmUKHjx4IOtSsvTq1SuYmppi/vz5sLa2ztaYr1+/YsCAARAEATExMahSpQp27NhRpLfOZMfJkycxatQobNmyBT179gQALFu2DOfOncO2bdvQokULfPz48bfGq9u3b8eIESN+m2fmzJm4du0a3r17h8uXL8PIyAh79uzB6NGjoaqqiiNHjqB9+/b5+Mwou8LDw2FkZITLly/DxMQky+ujo6NRo0YNmJubo1atWli4cGE+VPnTmjVr8PTpU2zatCnf7lkYCYIAExMTRERE4N27d5CXl4cgCEhISEBcXFzaf/Hx8Zn+OTvXxMfHo9U0G2jX0MtxnQ20y8G0fM7H5af+/fvj2rVruHv37h9b/yIiIuDh4YHNmzdj5MiRcHBwQGRkJMaMGYOEhARs3boV+vr6mDx5Mq5evYqYmBh8+/YN9+/fR+3atf+4V3JyMqpWrYoLFy7AyMgoW/WFh4fD2NgYp06d+qM/FBERUX5gMEJFyrx585CUlARXV1dZl5KpV69ewczMDPPmzcPo0aOzNebZs2fo0aMHmjVrhmvXrmHixIlwdHTkPuz/d+/ePfTs2RNz5szBxIkT8fXrV9SpUwffvn1DUlLSb6GInJwcPn/+DG1tbQBAt27dkJKSgocPH0IsFuPEiROoX78+rKyscOrUKVhaWuLff/+FpqamrJ4eZcOGDRuwd+9eXLt2LVv/LpydnfH8+XNcuXIFr1+/zre/Xx8fH4wfPx6+vr75cj9pSUlJ+S1gkFRAkfr/v3z5gpCQEGhpaUEkEiEuLg4JCQlQVFSEqqpq2n8qKiqZ/jk716ioqOBNKVVEKeT889BCtxJa6FaS/CdYgvr16wcvLy88ffoUFStWTPea0NBQLF68GAcOHMDkyZMxZcoU7Nu3D3PnzsWkSZNgb2+PLVu2YMGCBVBVVUV4eDhu3ryJBg0a/DHX7NmzER8f/8eWxowMGzYMurq6+b61jYiIKBWDESpSmjdvDhcXF5iZmcm6lAylhiJOTk4YM2ZMtsacPHkSI0eORLdu3XDmzBns3LkTnTt3lnKlhc/r16/RuXNnWFpaYuvWrfjx4wcAQFVVFcolVFGpnjHKVK6EipUqYv4sB1RV10JiXDxKlSqV1gxzx44dqFevHjp27IiYmBhs3rwZQ4cOleXTomwSi8Vo2rQppk2blq2/s4iICNSsWROtW7dGq1atMGvWrHyoEoiPj0fp0qXx9evX305VyguxWJyr8CEvYxITE38LGLITPuQksBgxYgTCwsLw8OFDaGhopD0urS01d8M/wPvTuxyP66dngCrqWlKoSHL69u2bdkS1rq5uptcGBQVh/vz5uHDhAhwcHNC9e3dMmzYNwcHB2LZtG759+4bBgwejRIkS+PjxIy5fvozWrVv/NserV6/QsmVLvH//HkoZHHuc6ty5cxg/fjz8/PygpqaW5+dKRESUGwxGqMiIjIxE1apVER4ennaCSEETFBQEU1NTzJ07F2PHjs3yekEQ4ObmhrVr16JRo0Z4/fo1jh07Bn19/XyotnD68uULDAwM8PXrVwiCAGW1ErAYNwptrfpDXvn3X9CV5eShHB6FSV17Iz42FgDSmqkaGRnh3LlzKF++fL4/B8o9Hx8f9OnTB/7+/tDSyvrFqqOjI4KCgnDjxg28fv1aIkFFUlJSluGCra0thg8fjooVK+Y5oIiPj0dycnKuA4rcrrBQUVGR2oq127dvw8zMDCtXrsS4ceOkco//+p6UiC0BvkjJQQtWLUUljKrVoMCv3OvduzcuXLiA9+/fo1SpUtka8/TpU8ydOxe+vr5wcnJCiRIlMGPGDAwdOhQjRoxA//79ERMTg0+fPuHkyZPo1KnTb+Pbt28PS0tLvHjxAr169ULv3r3/uMf3799hbGyMTZs2oWPHjhJ5rkRERLmRi0WjRAWTl5cXWrduXaBDETMzs2yHIj9+/IC1tTWeP38OXV1dKCkp4fbt28W+n0hWNm7ciOjoaAiCAE2dMrDZvBpla1RL99qEFDEStDVg+8/f+HvMZMR8jYBYLEajRo1w7969Av9ih/7UvHnztEasK1asQGJiYqbhgpGREdasWQM9PT2MGjUKzZo1y/OKCkEQ/gga/hsuAMCpU6dQv3793x7X0tJCuXLlchxqKCkpFamv15kzZ6JEiRI5Or48r9QVldBAuxwefM341JX/urvnEEbOr1/gP/e/Nl/NLhMTExw/fhy3b9/G7Nmz07baXLlyBb169YKnpyc2btyIu3fvolu3bvj3338xYMAA/PjxA8uXL8ezZ8/g7e2d1ismPfPmzUPbtm0ZihARkcwxGKEi48KFCwX2l6vUUGT27NnZCkXev3+PXr16oVSpUggPD8ekSZPg4OBQ4H/5Lgg0NTVRpUoVfPgYitHrlmUYivyqfM0aGLVmKdYMG4sUsRgPHjxAcHAwqlXLeixljyAIiI+Pz/GKiNysoPjx4wciIyOxatUqyMvLZ7kaokKFCoiJicGpU6egra0NNTU1qKqqQltbO1crKrLz4nPLli24fv06tmzZkg+f/cLF19cXDx48gIeHR5bbMCStddnKiEiIw5vvUVle+9nnAZ5fuQGHeAd4eHhIv7g8SElJgVgsztXns0WLFvDy8sKlS5cwe/ZsiMViDBs2DBMmTEDHjh1hZWWF7du3Y/Dgwfj06RP27NmDe/fuQRAECIKAEiVKoGy5ckhKEUNBJJf2c+zu3bv4999/4efnJ+mnS0RElGPcSkNFgiAIqFatGk6fPp3tLvj55fXr1zA1NYWjoyNsbGyyvP727dvo27cvmjZtitu3b2Pnzp1/LFGmrN16GwSfb+E5GnNgngve3LyDOnXq4J9//kGVKlWkVJ1s/bdpprRCil//nJ2mmZLYBpL65z179uDw4cO4fv16loHix48fYWRkBENDQ4wbNw7Dhg2T+t/Bo0ePMHjwYPj7+0v9XoVNhw4d8ODBA4SFhUFFRSXf7y8WUnDn8wc8+PoRSSkpfzyupqCIJiV1YdOjL9q0aYNTp05h2rRp2fr+LivdunXD6dOnkZKSkqeAXRAEHD16FHPnzkWpUqWgq6uLe/fuoX///tiwYQMSEhIgJycHJSUlaGppoUJ9YzTv3wu1mjaCIBJBXiRC+RIaMNTUxhDzTpg1cyaGDBkiwWdKRESUOwxGqEh4+fIl2rdvj/fv3xeoVRWpoYiDgwPGjx+f5fU7d+7EzJkzUb9+fYSFheHo0aPsJ5JL/7x6gvD4HzkaU1ZVDRXffcWECRNQuXJlnD9/XkrV/U9ycrJUmmNm9uekpCQoKyvnW0gh7aaZ6UltxDp9+vRsvfCaPHkyPn78iGfPnsHPz0/qtSYlJaFkyZL4+PEjTzv6xbNnz9CwYUMsXrwYdnZ2Mq0lQZyMwOgIhMV9R2KKGKryCqisroXqGiUhL5JDeHg4WrVqBSsrK2zcuBHbt28vsE2xu3TpgvPnz0MsFktkPrFYjN27d8PZ2Rnly5dHaGgo3r9/j5T/D5JKlS8Hu91boKyrneEcMaFhmNzOEqWUJdOAmIiIKC8YjFCRsH79ety7dw/bt2+XdSlp3rx5A1NTU8yaNQsTJkzI9Nrk5GTY29vjyJEj0NDQQO3atbF9+3aoq6vnU7VFy4/kJGx88SBXY10seuFr2CfUrl0bR48elXpoIRaLcxxI5DWkUFZWLlABorTkpBHr+/fvYWJigmrVqsHJySndRpGS1rJlSyxZsgSmpqZSv1dh0bVrV9y4cQOfPn2SSCNcaXvz5g3atGkDGxsbrF69GhcvXkS9evVkXdYfLC0tcfXqVSQkJEh03oSEBGzatAlOTk6Ijo4GAKiXLoXJezZDu1L6xwL/Sl1BCYNrGENDMX+3TBEREf0Xe4xQkXDhwgUMHDhQ1mWkyUkoEhUVhUGDBuHLly+Ii4uDjY0NZs2aVSxeuEpLbHJSrsfKq/5cuh8UFITevXtnO3AoVaoUKlSokKt+FPy7lo5fG7F6enpmem2lSpUwcOBAhIeHw8XFBb169ZL630uTJk1w7949BiP/79WrV7h06RKcnJwKRSgCIG0Lp4WFBcaPH49u3brh9u3bqFSpkqxL+41YLE47cUuSlJWVMWnSJDg7O6d9rJf91GyFIgDwPTkRXqFv0LNqbYnXRkRElBMMRqjQS0pKwtWrV7Fp0yZZlwIACA4OhqmpKezs7LIMRQICAtC9e3dUrFgR7969w65du2BpaZlPlRZdCqLcb4OQA6CgoIAKFSrgxYsXkiuKZMLV1RVGRkYYNWpUhidjpHJwcEDDhg2ho6ODS5cuwcLCQqq1NWnSBCdOnJDqPQoTBwcHKCoqYurUqbIuJUfq1auHAwcOYMCAARg8eDC6deuGGzduFKgTxHJ6Ik1OxMTEIDo6GgoKCihdoTzqdTLP0figmEhEJMShNLfUEBGRDOXfhm8iKblz5w6qV68OXV1dWZeC4OBgtG/fHnZ2dpg4cWKm1549exatW7eGrq4uvnz5glu3bjEUkRAtJWUoy+X83VFVeQXcvXYD48ePR8OGDaVQGeU3HR0dLFiwABMnTkRWO0f19PTQq1cvGBoawsXFReq1pa4YIeDt27c4efIkpk2bVii3ELZv3x4bNmzAwYMHYWBggAEDBiA5OVnWZaWR1ooRANDQ0EBkZCTevXuH3ZfP5ao/z4uoL1KojIiIKPsYjFChV1CO6U1dKTJz5sxMQxFBELB8+XKMGDECZcqUQcWKFXH79m3UqFEjH6st2uREIhiU1MnxONHHL6hYsSJWr16No0ePSqEykoWxY8ciNjYW//77b5bXzp49G9evX8fr169x+/ZtqdZVs2ZNREREIDw8Z6cnFUWOjo6Ql5eXecPVvOjbty/mzZuHe/fuISEhAba2tlmGcfklJSUFCgrSWySsqamJcuXKQaySu14hXxPiJFwRERFRzjAYoULv4sWLMg9GQkJCYGpqihkzZsDW1jbD6+Lj4zFixAhs3LgRADBy5Ejs27evUL5DWtA1KlMO8jnoESEnCDiwbCUaNmyI8+fPF5gXNJR38vLyWLduHWbNmoVv375leq2+vj46d+6MevXqwdXVVap1ycnJoVGjRrh//75U71PQhYaG4tChQ7C1tS30J/TY2Nhg6NChiIiIgLe3N5YtWybrkgD8XDEizWAkVUouv28K4PdbIiKSLQYjVKhFRkbCz88PrVq1klkNqaHI9OnTMw1FPn78iHbt2uHp06eIjo7GP//8wyarUqSlpALLitlbhSMC0LlKLVw+fRbz5s3D5MmTYW5uXuxfsBYlzZs3R6dOnTB//vwsr50zZw5u376Ne/fu4cmTJ1Kti9tpgHnz5kFOTg6Ojo6yLkUinJ2d0axZM5QqVQqrV6/GwYMHZV2S1FeMpNJUVM7VOI1cjiMiIpIUBiNUqHl5eaF169ZQVpbNL1WpocjUqVMxadKkDK+7d+8emjRpgqSkJCQnJ+P27dsyX+VSHNQpWQY9qtRCCfmMmw6qKSiiZ9XaqK2lDZFIhD59+uDZs2cYOHAgevbsiYEDB+LVq1f5WDVJi5ubG3bv3o2nT59mep2BgQHMzMzQsGFDuLm5SbWm4h6MhIeH459//sGYMWNQqlQpWZcjESKRCOvXr4eOjg6MjIwwYcIEqW/Lyoo0m68CwIoVKzBp0iTsXLYyV+NraBSNv3siIiq8RALXi1MhNm7cONSpUwfTpk3L93u/ffsW7du3x5QpUzBlypQMr/v3339ha2uL0qVLo1GjRti2bRvU1NTysVJKShHjRdRXBH77iqiEeABAKWUV1NLSRm0tbShm0Kg1NjYWq1atwooVKzBw4EDMmzcPZcuWzc/SScLWr1+P/fv34+rVq5mu1nr69CnMzc0hFovh4+MDfX19qdQTEhKC5s2bIzQ0tFiuHrO1tcWWLVvw/v17lClTRtblSFR8fDwsLS1RsmRJ3L17F97e3jLrJdWwYUPExsYiICBAKvNXrVoVb9++BQBM+XcrqpgYZnustrIq/tKvWyy//omIqODgihEqtARBkFnj1bdv38LU1BSTJ0/OMBQRi8VwdHTEjBkzoKCggHHjxmHfvn0MRWRAUU4eJqV10VfPANa1G8C6dgP00TOAcSndDEMRAFBTU8Ps2bPx4sULKCsrw9DQEM7OzoiJicnH6kmSxo0bh5iYmCwbsZqYmKBly5Zo1KgRPDw8pFZPlSpVIBaL8eHDB6ndo6CKjIzEli1bMHz48CIXigCAiooKjh8/jjdv3qB58+bo0qULvn79KpNapNljRBAEWFtbpwUbp5atBlJSsjVWTiSCeYXqDEWIiEjmGIxQoRUUFITExEQYGmb/nSlJePfuHUxNTTFp0iRMnTo13Wu+ffuGnj174uDBgxCLxdizZw/s7Oz4y18hVaZMGaxYsQIPHjzAmzdvULNmTaxZswaJiYmyLo1ySF5eHuvXr89WI9a5c+fiyZMnOHTokNSCC5FIVGy307i4uEAQBCxatEjWpUhNyZIlce7cOTx69AjVqlVD7969kZCQkO91SKvHyLNnz9CpUyfs3bsXRkZGkJOTQ7XSOuitZwDFLI7tVRDJoVvlmqiopiHxuoiIiHKKwQgVWhcuXICFhUW+hg2poYitrW2GocirV6/QtGlTvHz5EiVKlICPjw8sLCzyrUaSHj09PezatQvnz5/H2bNnYWBggL179yIlm++OUsGQ3UasjRo1QsOGDdGgQQOsWLFCavU0bty42AUjMTExWLt2LQYPHgxdXV1ZlyNVFSpUSAtHxGIxRo0ale+nXqWkpEi0x8iXL18wceJEmJqaolu3bnjy5AkOHjyI6tWrY9euXaimWQrD9evBpJQuFES//6opLxLBqKQO/tKvC33N0hKriYiIKC/YY4QKrV69emHAgAGwsrLKl/ulhiITJkzA9OnT073m8uXLGDhwINTU1NCyZUts2bKFW2eKsCtXrsDe3h7Jyclwd3dnAFaIhIeHw8jICJcvX4aJiUmG1/n4+KBv376Ii4vDy5cvoa2tLfFaTp06hVWrVuHixYsSn7ugcnZ2hpubG968eYMKFSrIupx8cefOHXTr1g1ly5ZF796983WlTJ06dVCyZEn4+PjkaZ7ExESsW7cOLi4uGDx4MJydnbP8N5GUIsbnuFjEi5OhLK8AXRU1KMlnvIWRiIhIFhiMUKGUlJQEHR0dBAYG5su7je/fv0f79u0xfvx4zJgx44/HBUHA2rVr4ezsDJFIlNZbhFtnij5BEHD48GHMnj0bVatWhZubGxo1aiTrsigbstuItWPHjoiPj4epqSkWLFgg8To+ffqEOnXqICIiolh8z4iLi4OOjg66d++OvXv3yrqcfHXu3Dn89ddfUFZWxsKFCzFy5Mh8uW/t2rWho6MDb2/vXI0XBAGnT5/GjBkzUL16daxYsQIGBgYSrpKIiEh2uJWGCqW7d++iWrVq+RqK2NjYpBuKJCYmYsyYMXBxcYGcnBz27duHmTNnFosXOPSzR0S/fv3w7Nkz9O3bF927d8fgwYMRFBQk69IoC9ltxOrk5ITg4GCsX79eKo13y5YtCw0NjWJzLPTKlSuRmJgo1aa2BVWnTp2wfPlyiMVizJo1C5cvX86X++al+eqzZ89gaWkJOzs7rFy5Mm0bIRERUVHCYIQKpfw6jebDhw8wNTWFjY0NZs6c+cfjnz9/Rvv27XHhwgXo6Ojg3r173E5RTCkqKsLGxgaBgYEwMjJCs2bNMGnSJHz+/FnWpVEG5OXlsW7duiwbsbZp0wbVq1dHjRo1sHHjRqnU0qRJE9y/f18qcxckCQkJcHV1RdeuXVG5cmVZlyMTw4YNw4wZM6CmpoZBgwbh2bNnUr+nIAg57jHyax+R7t2748mTJ+jcubOUKiQiIpItBiNUKOVHMPLhwwe0b98eY8eOTTcUefToERo2bIg3b96gVatW8PHxQbVq1aRaExV86urqmDt3Lvz9/SEvLw8DAwMsWLCAR/wWUC1atMhWI1YnJyeEhYVhxYoViI+Pl3gdxeVkmg0bNiA+Pl6qzWwLgxkzZqBfv34oVaoUunTpgrCwMKneLyfNVxMTE+Hp6QkDAwMoKCjgxYsXmDRpkkSbtxIRERU0DEao0ImKisKzZ8/QqlUrqd0jdaXImDFjYGdn98fjBw8eRLt27RAbG4uZM2fi33//RYkSJaRWDxU+Ojo6WLlyJe7fv4+XL1+iVq1aWLduHY/4LYDc3Nzwzz//4OnTpxleY2ZmhgoVKqBChQrYvn27xGsoDsFIUlISFixYAAsLC4bIADw8PNCsWTOoqqqia9euiI2Nldq9snNcryAIOHnyJIyNjXHx4kVcv34dq1atQunSPDmGiIiKPgYjVOh4eXmhZcuWUFFRkcr8qaGItbU1Zs2a9dtjKSkpmDdvHsaOHQtFRUUcPHiQTVYpU9WqVcPu3btx5swZnDx5EoaGhti/fz+P+C1AdHR0sGDBAtja2mZ4jKpIJIKTkxMiIyPh4eGB5ORkidbQqFEj+Pr6SnzegmTbtm2IjY3FypUrZV1KgSAnJ4dt27ZBT08P3759g5WVFcRisVTuldWKET8/P1haWmLWrFlYtWoVzpw5wz4iRERUrDAYoUJHmttoQkNDYWpqilGjRsHe3v63x75//47evXtj48aNqFSpEu7fvw9zc3Op1EFFT4MGDXDu3Dn8/fffWLp0KZo2bZpvjRcpa9lpxNqpUydoa2tDTU0N+/btk+j9S5YsiQoVKsDf31+i8xYUYrEYc+fORdu2bVGzZk1Zl1NgKCoq4tChQ9DS0sLjx4/TbfAtCRkFI+Hh4ZgwYQLMzMzQo0cP9hEhIqJii8EIFTrSCkZ+DUUcHBx+eyw4OBiNGzfGzZs3YWZmhjt37kBPT0/iNVDR16FDB9y9exezZs3CuHHjYGlpCV9fX1mXVexlpxFr6qqR+Ph4uLq6SnzVT1HeTrNnzx5ER0dj9erVsi6lwFFXV8fZs2ehoKCAffv2SeVz9N9gJDExEStWrIChoSEUFRXx4sUL2Nraso8IEREVWwxGqFAJCgpCfHw8jIyMJDrvx48fYWZmhhEjRvwRily7dg0NGzZEaGgoHB0dsXfvXvYToTyRk5PDgAED8Pz5c/Ts2RNdunTBkCFD8Pr1a1mXVqxlpxFr9+7doaamhsTERJw4cUKi9y+qJ9OkpKTA3t4ezZo1g6GhoazLKZB0dHRw6dIlAMD8+fNx/Phxic6fGoz82kfk8uXL7CNCRET0/xiMUKFy4cIFWFhYSLSnx8ePH2Fqaoq//voLjo6Ovz22ceNGdOvWDQBw7Ngx9hMhiVJSUsKECRPw8uVL1K5dG02aNMGUKVMQHh4u69KKLTc3N+zevRt+fn7pPp66akQQBLi4uGTYkyQ3iuqKkcOHD+PLly9Yu3atrEsp0PT09HDhwgUIgoDhw4dLNCQTBAHfvn1Dx44dYW9vj9WrV+P06dPsI0JERPT/GIxQoSLpbTSpociwYcMwe/bstI8nJSVh7NixsLe3R+XKlfHw4UOYmZlJ7L5Ev1JXV8e8efPg7+8PQRBgYGCARYsW4fv377IurdjR0dHB/PnzMXHixAxDjz59+kBJSQlhYWES7RPToEEDPHv2DAkJCRKbU9YEQcDMmTPRsGFD1KtXT9blFHh169bFsWPHIAgCunTpgpCQkDzPGR4ejpiYGJw+fRo9e/bE48eP0alTJwlUS0REVHQwGKFCIzk5GVeuXJFYw9OwsDCYmZlh6NChmDNnTtrHv3z5gjZt2mD//v3o1KkT7t+/z34ilC90dXWxevVq3LlzB/7+/qhVqxY2bNiApKQkWZdWrGTViFVOTg5z586FiooKXFxcJHbfEiVKQF9fH0+ePJHYnLJ2+vRphIaGcrVIDrRr1w7bt29HfHw8LCwsEBUVlat5fu0jAgDDhw9nHxEiIqIMMBihQuPu3buoVq0aypYtm+e5wsLCYGpqiiFDhmDu3LlpH/fz84OJiQn8/Pwwb9487Nu3j/1EKN/VqFED//77L06dOoUjR47A0NAQBw8elOi2DcpYdhqxDhw4EADw/Plz+Pj4SOzeRWk7jSAImDp1KoyNjdGkSRNZl1Oo9OnTBx4eHvj06RN69OiBxMTEbI8VBAEnTpyAkZERLl++jBs3bkBVVRWamppSrJiIiKhwYzBChUZqf5G8+vTpE8zMzGBlZfVbKHLs2DE0b94ccXFxOHHiBPuJkMw1bNgQFy9exPr16+Hq6opmzZrhypUrsi6rWGjRogUsLS0zbMQqLy+POXPmQFNTE66urhK7b1EKRi5fvoyQkBCsWbNG1qUUSjY2Npg6dSoeP34Ma2vrbAWjT58+hYWFBRwcHLBmzRqcPn0aderUyfC4XiIiIvqJwQgVGpLoL/Lp0yeYmppi0KBBcHJyAvDz3TVnZ2dYWVmhUqVKePz4MfuJUIFiYWGB+/fvY/r06Rg9ejQ6d+6Mx48fy7qsIi+rRqxWVlZITEyEt7c3nj59KpF7FqVgZPLkyahVqxZat24t61IKrfnz56N///44fvw4Fi5cmOF14eHhGD9+PDp06IBevXr90UdEEAQGI0RERJlgMEKFQlRUFJ4+fZqnX7BTQ5GBAwdi3rx5AIAfP36ge/fuWLZsGTp37gxfX19UrVpVUmUTSYycnBwGDRoEf39/dO3aFZaWlhg2bBiCg4NlXVqRpaurC2dn5wwbsSoqKmLOnDnQ1taGm5ubRO5pYmKCN2/eFPrGu97e3nj58iVXi+SRSCTC33//jdatW8PDwwO7d+/+7fHExEQsX74choaGUFZWxosXL9LtI8JghIiIKHMMRqhQuHLlClq1agUVFZVcjU/dPjNgwAA4OzsDAN69e4d69erh8uXLWLBgAQ4dOgRVVVVJlk0kcUpKSrC1tcXLly9Ro0YNNGrUCNOmTcOXL19kXVqRZGNjg5iYGOzduzfdx4cPH44fP37g9OnTCAoKyvP9lJSUYGxsDF9f3zzPJUuTJk1CtWrVuPpOAuTl5XHkyBEYGBhg7NixuHbt2m99RK5cuYIbN25g5cqVKF26dLpzcCsNERFR5hiMUKGQl200nz9/hpmZGfr375/WL+DmzZswMjLCp0+fcPr0acycOZP9RKhQ0dDQwPz58/H8+XMkJSWhTp06WLJkCWJjY2VdWpGS2ojVzs4u3UasSkpKcHR0hK6uLjw8PCRyz8K+neb+/ft4+vQpVq9eLetSigwVFRVcunQJ5cqVQ+fOndGyZUs4ODhg7dq1OHXqFOrUqZPpeEEQoKysnE/VEhERFT4MRqhQyG3j1dRQpF+/fmmhyIYNG9ChQwfo6urCz8+P72hSoVa2bFmsXbsWPj4+ePr0KWrVqoW///6bR/xKUGoj1gULFqT7uLW1Nb59+4Z9+/YhNDQ0z/dr3LhxoQ5GJk6ciMqVK8PS0lLWpRQpiYmJaNWqFeLj4+Hn54fLly9n+3PMrTRERESZYzBCBV5QUBB+/PgBY2PjHI37/PkzOnTogD59+mD+/PlITk7GqFGjMHXqVFhaWuLp06eoUqWKlKomyl/6+vrYt28fjh8/jgMHDsDY2BiHDx/mEb8S4ubmhn/++SfdRqwqKipwcHCArq4uVqxYked7FeYVI35+fnjw4AE8PT25Ck9Cfu0joq2tjTt37kAQBJiamiIuLi5bczAYISIiyhyDESrwUrfR5OSX7PDw8LTu/AsWLEBUVBSaNWuGPXv2YMGCBTh27Bj7iVCR1LhxY1y6dAlr1qzB4sWL0bx5c1y7dk3WZRV6WTViHTt2LKKiorB582Z8/fo1T/eqU6cOPn36hIiIiDzNIwsTJ05E+fLl0bNnT1mXUugJgoDjx4+n9RHx9vbGypUr0aRJE1y6dAlv3rxBly5dkJKSkq25lJSU8qFqIiKiwonBCBV4Fy9ezFF/kfDwcJiZmaFXr15YuHAh/P39UatWLbx48QJnzpyBg4MD38mkIk0kEqFjx4548OABJk+ejBEjRqBr16548uSJrEsr1DJrxFqiRAnY2dmhTJkyeT6JRV5eHg0bNsT9+/fzNE9+e/XqFW7evIlly5bxe2wePXnyBObm5pg9e3a6fUSaN2+OQ4cO4ebNmxgzZkyW83HFCBERUeYYjFCBlpycDC8vL5ibm2fr+tSVIj179sTChQtx9OhRNGzYEGpqavD390eHDh2kXDFRwSEnJ4chQ4bgxYsX6NixIywsLDB8+HCEhITIurRCKatGrOPHj0dkZCRWr16NmJiYPN2rSZMmhS4YGT9+PHR0dDBgwABZl1Joff78GePGjYO5uTn69OmDx48fZ9hHpHv37li9ejV27doFV1fXdK+JjIzEy5cvkZKSgtjYWERGRkqzfCIiokKLwQgVaHfv3oWenh7Kli2b5bVfvnxBhw4d0L17dyxcuBCOjo4YOHAgTE1N4e/vz34iVGwpKytjypQpePnyJapWrYqGDRtixowZed7yURxl1ohVQ0MD06dPh6amJv7+++883aew9RkJCQnBlStX4ObmxtUiuZCQkIBly5bB0NAQJUqUQEBAACZOnAgFBYVMx9nY2MDOzg5OTk44cOAAAPy2tWbkyJEwMjJCcnIyJk6ciNKlSzMYJSIiSgeDESrQsntMb2oo0q1bN8ydOxcdO3bE8uXL4eTkhDNnzrCfCBEATU1NLFy4EH5+foiLi0Pt2rXh6uqKHz9+yLq0QsXNzQ27du1KtxHrpEmTEBUVhaVLlyI+Pj7X9yhsJ9PY2tqiVKlSGDZsmKxLKVRS+4gYGxvj2rVruHnzJjw9PVGqVKlsz+Hi4oIBAwZgyJAh2L9/PypXroyzZ88CACZMmJDWWyQpKQnNmzdH1apVpfJciIiICjMGI1SgZae/SGoo0qVLF0yYMAG1a9fGzZs3cerUKcybN4/vXhL9R/ny5bF+/XrcunULvr6+qFmzJjZv3ozk5GRZl1Yo6OrqYv78+bC1tf2jEauWlhYmT54MZWVl7Ny5M9f3qF69OuLi4vDx48e8lit1oaGhOHv2LBYvXgw5Of5akV2pfUTmzJmDdevW4eTJk6hdu3au5tq9ezeMjY0xaNAghIaGpvXBsTAzwqwpLeA0symmT2iMLRvnATypioiI6A8igWc5UgEVFRWFypUrIzw8HCoqKule8/XrV3To0AGdO3eGpaUlunTpgtKlS+PWrVvcOkOUTXfv3oW9vT0+fvwIV1dX9OrVi4FiFsRiMRo3bgw7OztYWVn99lhERAT09PRQsmRJvH79OsvtEBmxtLTExIkT0aNHD0mULDX9+/fH5cuXER4eDnl5eVmXU+B9/vwZTk5OOHbsGJydnTF27Nhcf42kunTpEnr06JF2fG/3TgY4vm8MROJ0ts3IVwBUuwBKxnm6JxERUVHCt3aowLpy5QpatmyZZSjSqVMnlClTBubm5mjRogVevXrFUIQoB5o2bQovLy94enrC2dkZLVu2xI0bN2RdVoGWWSPW0qVLY+LEiUhOTsb+/ftzfY/C0Gfky5cvaS/wGYpkLiEhAUuXLk3rI/LixQtMmDAhz6EIALx//x6KiopQU1PDBOu6OPaPRfqhCACIQ4HvW4C4c3m+LxERUVHBFSNUYI0fPx76+vqYMWPGH499/foV5ubmMDc3R3BwMI4cOQJ7e3ssWbKE73QT5YFYLMa///4LJycnmJiYwNXVFcbGfGc5IyNHjkTp0qWxfPny3z4eHh6O6tWro2LFinj+/HmutpgcP34cGzduTOsXURD99ddfOH78OL5+/SqRF/hFUWofkZkzZ8LAwADLli3L9ZaZzCQlJeHerZ1oafJn75sMqVkByk0lXgsREVFhwxUjVKAIggBnZ2fs3bsX586dS7e/SGoo0qZNG5w4cQInTpzA0aNH4eLiwlCEKI/k5eUxbNgwvHjxAmZmZjAzM8PIkSPx9u1bWZdWILm7u6fbiFVHRwdjxoxBREQETp48mau5U1eMFNT3L6KiorBv3z44OjoyFMnA48eP0aFDB8ydOxfr16/PUx+RrCgqyKNlvU85G/TjBCCwtxARERFXjFCBIggCtLS0kJSUhPj4eOjr62PixImwtbWFgoICIiIiYG5uDhMTExw9ehSqqqq4ffs2qlevLuvSiYqk6OhoeHh4YMOGDbC2toajoyNKly4t67IKlHXr1uHgwYO4cuXKb+Hsx48fUbNmTdSqVQsPHjzIVXBbsWJFeHt7o1q1apIsWSLGjh2Lf//9FxEREWknn9BPnz9/xty5c3H8+HHMnz8fY8aMkX54lBQAxGzI+Ti1YYByI8nXQ0REVIhwxQgVKCKRCCYmJmnHXL59+xanT59GpUqVcPLkSZibm6Ns2bLYs2cPjI2NERISwlCESIq0tLSwZMkS+Pn54du3b6hduzbc3d3TmjwSYGNjg+jo6LSTQFKVL18eI0aMQEhICLy8vHI1d0E9tvf79+/YuXMn7OzsGIr84tc+Iurq6njx4gXGjx+fPytqkgLydxwREVERwmCEZE9IARL9gO//At9WY/f6Ztjk2QGdzaujT5/eeP/+PT59+oQePXogNjYW58+fx6RJk3Dz5s0MG7MSkWRVqFABf//9N27cuIG7d++iZs2a2Lp1K4/4ReaNWB0cHBAfH48FCxbkau6C2oB19uzZkJeXh4ODg6xLKRAEQcDRo0dhaGiI69ev49atW1ixYgVKlSqVf0WkxORunJDLcUREREUIt9KQbCUFAbH7gJTwdB9OSNZG284bcPfhx7SPrV27FhMnTsyvCokoHT4+PrC3t0d4eDhcXV3Ro0ePYt/jJ6NGrGPGjMGBAwdw4cIFNGvWLEdznj9/Hq6urrh69aoEK82buLg4lCpVClOnToWbm5usy5G5R48eYdq0aQgPD4enpycsLCxkU0jsASDhVs7HKdYDNEZKvh4iIqJChMEIyU7iM+D7NgDiTC+LjU1CpwHH4O0TCgCwtLTEuXM8ZpBI1gRBwNmzZ2Fvbw9NTU24u7ujdevWsi5LZj5//gwjIyNcuXLlt5N8goODYWRkhHbt2uHMmTM5mvPr16+oVq0aIiMjC8xxuA4ODli5ciUiIyOhqqoq63Jk5tOnT3BycsrfPiKZSfD5+UZDTql2BVRlFOYQEREVENxKQ7KREgV834WsQhEAUFNTxOEdXaFdWhWGhoZo166d1MsjoqyJRCJ06dIFjx49wtixY2FlZYWePXvi2bNnsi5NJnR1deHs7AxbW9vfTpLR09ND3759cf369T9Or8mKtrY2dHR0EBgYKOlycyUhIQGrV6+GjY1NsQ1FEhIS4OHhASMjI2hoaCAgICD/+ohkRrEegJz2e5EDlJtIoxoiIqJChcEIyUb8VQAJ2b5cV6cEwoIP49mzZ3B0dJRaWUSUc/Ly8hg+fDgCAwPRtm1btG/fHtbW1nj37p2sS8t3qY1Y9+37/Z37efPmQRAELFq0KMdzFqQ+I25ubhCLxViyZImsS8l3v/YR8fb2xq1bt7B8+XKULFlS1qX9JKcKqLTN2RjlpoBcSamUQ0REVJgwGKH8J6QACXdzPExBfF8KxRCRpKioqGDGjBl4+fIldHV1Ua9ePdjb2yMyMlLWpeUbBQUFrFu3DjNnzvytEau+vj66du2KU6dO4fXr1zmas6AEI8nJyVi6dClGjhwJNTU1WZeTrx49egQzMzM4OTlh48aNOHHiBGrVqiXrsv6k2glQqJm9a+UrASV6SbUcIiKiwoLBCOW/lHBA+JGLcV+BlO+Sr4eIJKpkyZJwdXXF06dPERERgVq1amHp0qXF5ojfli1bomPHjn+cRJP655yutigoR/auWLECiYmJWLp0qaxLyTefPn3CmDFjYGlpiYEDB+LRo0eya66aHSIFQGMMoNwi8+uU6gMaEwERT3YjIiIC2HyVZCH5LfBtRe7Gas0F5MtIth4ikip/f3/Mnj0bDx48wIIFC/DXX38VmEai0pJRI9aePXvi4sWLCAoKQvny5bM1V0xMDMqVK4fIyEgoKeW0h4RkiMVilC5dGr169cLOnTtlUkN+SkhIwKpVq+Dh4YHhw4fDycmp4GyZyS5xOJBw++fpb0IsIFIFFKoBys0BhQqyro6IiKhA4YoRyn+iPCzBzstYIpIJAwMDHD16FPv27cO2bdtQr149nDx5EkU5l8+oEevixYshEong7u6e7bk0NDSgp6eX48atkrRhwwb8+PEDK1eulFkN+UEQBBw5cqTg9hHJCXkdoEQPQGsaUHIuoDUDUOvDUISIiCgdDEYo/8mV/vlfTslX+tlcjogKpZYtW+L69etwdXWFg4MD2rZti1u3bsm6LKlJrxGriYkJWrdujc2bNyMiIiLbczVp0gT378umz5IgCHB2dkbfvn1RqlQpmdSQH3x9fWFqagpnZ+eC3UeEiIiIJI7BCOU/kQhQbpnzccqtJF8LEeUrkUiE7t2748mTJxg1ahQGDRqE3r17w9/fX9alSVxGjVhdXFwAAJ6entmeS5YNWLdv347o6GisXbtWJveXttQ+Ip06dcKgQYPg6+tbsPuIEBERkcQxGCHZUGkDyOXgnUf58oByE+nVQ0T5Sl5eHiNHjkRAQABatWqFtm3bYsyYMfjw4YOsS5Oo1EasCxcuTPtYo0aN0LhxY6xcuRIxMTHZmkdWwYggCHB0dET37t1RpkzR6u8UHx8Pd3d3GBkZQUtLCwEBAbCxsYGCgoKsSyMiIqJ8xmCEZEOkDGiMA0QaWV8rVwpQH/2z2z4RFSmqqqqYOXMmAgMDoa2tjbp168LR0RFRUVGyLk1i3N3dsXPnTjx79uy3j6WkpGD9+vXZmqNu3boIDAzEjx+5ONErD/bu3YsvX75gw4YN+XpfaRIEAYcPH4ahoSFu3bqF27dvY9myZYWzjwgRERFJBE+lIdlKiQJ+HAMSHwP475eiPKDUECjRE5BTz//aiCjfvXv3DvPnz8fJkydhb2+PiRMnQkWl8B8punbtWhw+fBheXl4QiUQAgBYtWuDFixcICwuDsrJylnM0atQIa9asQcuWudiKmEsVK1ZE3bp1cfbs2Xy7pzT5+vpi2rRp+Pr1Kzw9PWFubi7rkoiIiKgA4IoRki25koD6CEBrHlCiL6Dc7ud/JfoDJZ0B9SEMRYiKkcqVK2Pr1q24cuUKrl+/jtq1a2Pnzp0Qi8WyLi1PbGxsEBUV9VsjVg8PDyQkJGDbtm3ZmiO/t9McO3YMYWFh2LRpU77dU1rCwsIwevRodO7cGYMHD4avry9DESIiIkrDFSNERFRgeXt7w97eHt++fYObmxu6dOmStuKisLl16xYGDBgAf39/aGj83EbYoEEDfPjwAaGhoVn2tkgNjHbv3p0f5UJPTw81atTA5cuX8+V+0hAfH49Vq1Zh6dKlGDFiBObOncstM0RERPQHrhghIqICq3Xr1vD29sbixYthZ2eH9u3bw8fHR9Zl5UrLli1hYWGBBQsWpH1s2bJl+P79+28rSTKSn0f2nj9/Hu/evSu0q0V+7SNy+/Zt9hEhIiKiTHHFCBERFQrJycnYuXMnnJ2d0axZM7i4uKB27dqyLitHPn/+DCMjI1y9ehVGRkYQBAGGhoaIjY1FcHAw5OQyfr8iOTkZJUuWxIcPH6ClpSXVOmvWrImyZcvC29tbqveRBl9fX0ydOhURERFYuXIlOnToIOuSiIiIqIDjihEiIioUFBQUYG1tjcDAQDRt2hStWrXCuHHjEBoaKuvSsk1XVxfOzs6wtbWFIAgQiURYvnw5wsPDceLEiUzHKigooH79+njw4IFUa7x+/TqCgoKwdetWqd5H0sLCwmBtbY3OnTvDysoKvr6+DEWIiIgoWxiMEBFRoVKiRAnY29sjMDAQmpqaMDY2xpw5cxAdHS3r0rLFxsYGkZGRadtnOnfujAoVKmDWrFnIahFn48aNpd6Adfz48WjcuHGhWY0THx8PNzc3GBsbo3Tp0njx4gXGjRuXZc8WIiIiolQMRoiIqFAqXbo0li5dikePHiE0NBQ1a9aEp6cnEhISZF1aphQUFLBu3TrY2dkhJiYGIpEIy5Ytw9u3b3HlypVMx0r7ZJp79+7B398fW7Zskdo9JOXXPiI+Pj7w8fHB0qVL2UeEiIiIcow9RoiIqEjw8/PD7Nmz8eTJEyxatAhWVlaQl5eXdVkZGjFiBMqUKYNly5ZBEARUrVoV2tra8PX1zXBMYGAgLCwsEBISIpWaGjRoAACZ1lAQPHz4ENOmTUNkZCQ8PT25ZYaIiIjyhCtGiIioSDA2NsaJEyfwzz//YMOGDWjYsCHOnj2b5fYUWXF3d8fOnTvx7NkziEQieHh44Pnz57hz506GY/T19REdHY3Pnz9LvJ4nT57g8ePHBfokmtQ+Il26dGEfESIiIpIYBiNERFSktGnTBjdv3sSCBQswffp0mJmZ4e7du7Iu6w9ly5b9rRHrgAEDULp0aUyfPj3DMXJycmjcuLFUju0dM2YMDAwM0KRJE4nPnVfx8fFwdXWFkZERSpcujYCAAIwbN65ArwgiIiKiwoPBCBERFTkikQi9evXC06dPYWVlhd69e6N///4IDAyUdWm/SW3Eun//fsjJycHFxQX37t2Dn59fhmOk0WckICAA9+7dw8aNGyU6b14JgoBDhw7BwMAAd+/exZ07d7B06VKpH1dMRERExQt7jBARUZH348cPrFq1CsuXL0f//v0xb948lC9fXtZlAQBu3ryJgQMHwt/fHyVKlEDZsmXRoEEDXLx4Md3rDx8+jO3bt+PUqVMSq6Ft27YICwsrUMHRw4cPMXXqVERHR8PT0xNmZmayLomIiIiKKK4YISKiIq9EiRJwdHREQEAASpQoAWNjYzg5OeHbt2+yLg2tWrWCubk5Fi5cCHl5eSxcuBDXrl3Dmzdv0r0+dcWIpN7XCA4Ohre3N9auXSuR+fLq48ePGDVqFLp06YKhQ4fi4cOHDEWIiIhIqhiMEBFRsaGtrY3ly5fj4cOHePv2LWrWrIlVq1bJ/Ihfd3d37NixA8+fP8eYMWNQokSJDHuNVK5cGQDw7t07idx79OjRqFq1Kjp27CiR+XIrtY+IiYkJypQpg4CAAIwdO5Z9RIiIiEjqGIwQEVGxU7VqVezcuRMXL17EhQsXUKdOHezZswcpKSkyqads2bKYN28ebG1toaCgACcnJ5w6dQofP37841qRSCSxPiOhoaHw8vLC6tWr8zxXbgmCgIMHD6b1EfHx8YGHhwf7iBAREVG+YY8RIiIq9q5evQp7e3skJibCzc0NHTt2hEgkytcakpOT0bhxYzg4OKBPnz7Q1tZGr1698M8///xx7YIFC9JWWORF165d8eTJE4mtPskp9hEhIiKigoArRoiIqNhr3749fHx8MHfuXEyePBnm5uZSORI3MwoKCli3bh1mzpyJhIQEzJo1C/v370dERMQf10pixUh4eDjOnTuH5cuX52me3Pi1j8iwYcPYR4SIiIhkisEIERERfm5R6du3L/z8/DBw4ED07NkTAwcOxKtXr/Kthl8bsdrZ2UFBQQFz5sz547rGjRvj/v37edr6Y2NjA11dXQwYMCAvJedIfHw8XFxcYGxsnNZHZMyYMewjQkRERDLFYISIiOgXioqKGDt2LAIDA1GvXj00b94cEydOxKdPn/Ll/qmNWF+/fo0pU6Zg27Zt+P79+2/X6OrqQktLK9ehTXR0NI4fPw43NzdJlJylX/uI3L9/H3fu3GEfESIiIiowGIwQERGlQ01NDbNnz8aLFy+grKwMQ0NDODs7IyYmRqr3/bUR69y5cyESibBgwYI/rsvLdpoJEyagVKlS+Ouvv/JabpYePHiAtm3bYsmSJdi2bRuOHDkCfX19qd+XiIiIKLsYjBAREWWiTJkyWLFiBR48eIA3b96gZs2aWLNmDRITE6V2z/HjxyMiIgInT57EuHHjsG7duj+OFM5tMBIbG4sDBw5g0aJFUm0wm9pHpFu3bvjrr7/w4MEDmJqaSu1+RERERLnFYISIiCgb9PT0sGvXLpw/fx5nz56FgYEB9u7dK5Ujfn9txGpvbw+xWAx3d/ffrsltMDJ58mSoq6tj3Lhxkir3N3FxcWl9RHR0dPDixQv2ESEiIqICjcf1EhER5cKVK1dgb2+P5ORkuLu7w8LCQuL3GDFiBHR0dBAVFZV2Qo2CggKAn31CKlasiKioqLSPZSU+Ph6amppwc3PD9OnTJVprah+RWbNmoVGjRvDw8ECNGjUkeg8iIiIiaWAwQkRElEuCIODQoUOYPXs2qlWrBjc3NzRs2FBi83/69AnGxsY4deoUWrdujaVLl2Lq1Klpj9epUwcHDhxA3bp1szWfra0tdu3ahejoaIluo3nw4AGmTp2KmJgYeHp6cssMERERFSrcSkNERJRLIpEI/fv3x/Pnz9G7d2907doVgwcPRlBQkETmT23E6ujoiH79+mHhwoW/bd3JyXaapKQkbN68GQ4ODhILRUJDQzFy5Eh069YNw4cPZx8RIiIiKpQYjBAREeWRoqIixo8fj5cvX8LQ0BBNmzbFpEmT8Pnz5zzPndqItUOHDvj27Ru2b9+e9ljjxo2zHYw4OjpCUVERDg4Oea4pLi4OS5YsgYmJCXR1dREQEIDRo0ezjwgREREVSgxGiIiIJERdXR1OTk548eIF5OXlYWBggAULFuTpiN/URqzz589Hp06dMGfOHKTugs3uihGxWIx169Zh6tSpkJPL/Y9+QRBw4MABGBgY4OHDh7h79y7c3d2hqamZ6zmJiIiIZI3BCBERkYTp6Ohg5cqVuHfvHl6+fIlatWph3bp1uT7it1WrVjA3N0fVqlURHh6OQ4cOAQDq168Pf39/xMfHZzp+/vz5v/1vbty/fx9t2rSBi4sLduzYgcOHD7O5KhERERUJbL5KREQkZb6+vnB0dMSrV6+wZMkS9O/fP8crN1IbsdaqVQvv3r3D27dvAfwMRzZt2oSmTZumO04QBGhoaGDcuHFYvnx5jmsPDQ3FnDlzcO7cOSxatAgjR47klhkiIiIqUrhihIiISMoaNGiAc+fO4e+//8bSpUvRtGlTXL58OUdzpDZiFQQB7969w7lz5wBkvZ3Gzc0NSUlJcHNzy9H9fu0jUrZsWfYRISIioiKLK0aIiIjyUUpKStoRvzVq1ICbmxsaNGiQrbHJyclo1KgREhMTIRaLERgYiE2bNuHWrVvYsWPHH9cLgoCSJUti6NChWLduXbbukdpHxN7eHo0aNYKHhwe3zBAREVGRxhUjRERE+UhOTg4DBgzA8+fP0bNnT3Tp0gVDhw7Fmzdvshyb2og1MjISL1++xM2bN2FkZIQbN27g2rVrOHLkCAAgKioKgiBg1apViIuLw4oVK7JVW2ofETc3N/YRISIiomKDK0aIiIhk6Pv371ixYgVWr16NoUOHYs6cOdDR0cl0zPDhw3H27Fl8+fIl7YQaVVVVqKur4/Pnz6hTpw7EYjE+fvyI/v37/3bEb3pCQ0Mxe/ZsnD9/HosXL8aIESO4ZYaIiIiKDa4YISIikiF1dXXMmzcPz58/h1gshoGBARYvXozY2Nh0rxcEAX5+fggPD8ev723ExcXBzMwMAPDjxw+8evUKsbGxuHTpUlo/kv+Ki4vD4sWLYWJignLlyv5FcwAAAAY3SURBVCEgIADW1tYMRYiIiKhYYTBCRERUAOjq6mLNmjW4c+cOnj17hpo1a2LDhg1ISkpKu0YQBHh6euLhw4dpH1NSkkff7vpYvrgdFjvWBX6cRuvmuhCJfj7+6dMnPHny5Ld7CYKA/fv3o06dOnj06BHu3bsHNzc3aGpq5stzJSIiIipIuJWGiIioAHrw4AEcHBwQEhKCJUuWoF+/fvDw8MDmzZvRtGlTHDiwH7aj62LO9CbQKVPij/Evg6Iw1+Uuhox0Q48ePdI+fu/ePUydOhU/fvzAypUr0a5du/x8WkREREQFDoMRIiKiAuzixYuwt7cHAPj7+0MQBIwbNxZzplSBbsn3WU+g2h1Q7YDQ0FA4OjriwoUL7CNCRERE9AtupSEiIirALCwscP/+fZQtWxbx8fFISEiAjvrD7IUiABB3Evt3O8HExAQVKlRgHxEiIiKi/+CKESIiogLu8+fPqFixIgRBQEktRbx/ag0VFYVsj/8QloQElemoXp1H7xIRERH9V/Z/qyIiIiKZUFdXx6pVq/D9+3fUqx0JFZW4HI2vWE4R0OD7IERERETp4YoRIiKiwiRmC5Dkl/Nxqp1+/kdEREREv2GPESIiosJEiM3duJRcjiMiIiIq4hiMEBERFSYi5VyOU5FsHURERERFBIMRIiKiwkRBL3/HERERERVxDEaIiIgKE6WmAEQ5GyPSAhTrSKUcIiIiosKOwQgREVFhIl8aUG6eszGqHQGRvHTqISIiIirkGIwQEREVNiV6AwrVsnetcnNAuaV06yEiIiIqxHhcLxERUWEkJAI/jgEJPgBS0rlACVC1BFRMARHfByEiIiLKCIMRIiKiwiwlCki4ByQHA0I8IFIHFGsCSo0AOVVZV0dERERU4DEYISIiIiIiIqJii2triYiIiIiIiKjYYjBCRERERERERMUWgxEiIiIiIiIiKrYYjBARERERERFRscVghIiIiIiIiIiKLQYjRERERERERFRsMRghIiIiIiIiomKLwQgRERERERERFVsMRoiIiIiIiIio2GIwQkRERERERETFFoMRIiIiIiIiIiq2GIwQERERERERUbHFYISIiIiIiIiIii0GI0RERERERERUbDEYISIiIiIiIqJii8EIERERERERERVbDEaIiIiIiIiIqNhiMEJERERERERExRaDESIiIiIiIiIqthiMEBEREREREVGxxWCEiIiIiIiIiIotBiNEREREREREVGwxGCEiIiIiIiKiYovBCBEREREREREVWwxGiIiIiIiIiKjYYjBCRERERERERMUWgxEiIiIiIiIiKrYYjBARERERERFRscVghIiIiIiIiIiKLQYjRERERERERFRsMRghIiIiIiIiomKLwQgRERERERERFVsMRoiIiIiIiIio2GIwQkRERERERETFFoMRIiIiIiIiIiq2GIwQERERERERUbHFYISIiIiIiIiIii0GI0RERERERERUbDEYISIiIiIiIqJii8EIERERERERERVbDEaIiIiIiIiIqNhiMEJERERERERExRaDESIiIiIiIiIqthiMEBEREREREVGxxWCEiIiIiIiIiIotBiNEREREREREVGwxGCEiIiIiIiKiYovBCBEREREREREVWwxGiIiIiIiIiKjYYjBCRERERERERMUWgxEiIiIiIiIiKrYYjBARERERERFRscVghIiIiIiIiIiKLQYjRERERERERFRsMRghIiIiIiIiomKLwQgRERERERERFVsMRoiIiIiIiIio2GIwQkRERERERETFFoMRIiIiIiIiIiq2GIwQERERERERUbHFYISIiIiIiIiIii0GI0RERERERERUbDEYISIiIiIiIqJii8EIERERERERERVbDEaIiIiIiIiIqNhiMEJERERERERExRaDESIiIiIiIiIqthiMEBEREREREVGxxWCEiIiIiIiIiIotBiNEREREREREVGwxGCEiIiIiIiKiYovBCBEREREREREVWwxGiIiIiIiIiKjYYjBCRERERERERMUWgxEiIiIiIiIiKrYYjBARERERERFRscVghIiIiIiIiIiKLQYjRERERERERFRsMRghIiIiIiIiomKLwQgRERERERERFVv/B0jTOApANP11AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1080x936 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "vis = to_networkx(graph)\n",
    "\n",
    "node_labels = graph.y.numpy()\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "plt.figure(1,figsize=(15,13)) \n",
    "nx.draw(vis, cmap=plt.get_cmap('Set3'),node_color = node_labels,node_size=70,linewidths=6)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b97d3bb9",
   "metadata": {},
   "source": [
    "### Batch"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bbf6ec37",
   "metadata": {},
   "source": [
    "With the Batch object we can represent multiple graphs as a single disconnected graph"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "58fa1065",
   "metadata": {},
   "outputs": [],
   "source": [
    "graph2 = graph"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "40db7e01",
   "metadata": {},
   "outputs": [],
   "source": [
    "batch = data.Batch().from_data_list([graph, graph2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "83ff8398",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of graphs: 2\n",
      "Graph at index 1: Data(edge_attr=[1 0 1 1 1 1 2 2 1 0 2 0 0 2 1 2 0 0 2 2 1 0 2 0 2 2 2 2 1 0 0 1 2 1 0 1 1\n",
      " 1 2 2 0 1 2 0 1 0 0 1 0 1 2 0 2 0 1 0 2 1 2 2 2 0 2 1 0 2 2 1 0 0 2 2 1 1\n",
      " 0 2 2 2 0 2 1 0 1 0 1 2 0 1 1 1 0 0 2 0 0 1 1 0 0 0 0 2 1 2 0 1 1 2 1 0 0\n",
      " 1 2 0 0 2 0 0 1 0 1 2 1 0 2 2 2 1 1 0 2 2 1 2 0 1 1 2 0 0 2 2 1 0 1 1 1 1\n",
      " 2 0 0 2 0 0 0 0 2 2 1 0 0 1 0 2 0 0 0 2 2 0 2 2 1 0 2 1 2 0 0 0 0 2 0 2 2\n",
      " 0 2 2 2 0 2 1 1 0 0 1 1 2 0 0 1 2 1 2 1 0 0 1 2 2 1 1 2 0 2 1 0 2 0 0 1 0\n",
      " 0 2 1 1 0 0 2 2 2 1 2 1 1 2 2 2 2 1 2 2 1 2 2 1 0 2 1 2 0 2 2 2 0 1 0 0 2\n",
      " 0 0 1 1 0 1 2 0 2 0 1 1 0 0 1 1 1 1 0 0 0 2 2 1 1 2 0 1 1 1 2 1 1 1 0 0 2\n",
      " 2 0 2 2 2 1 0 2 2 2 2 1 1 2 0 0 2 0 1 0 0 1 2 2 1 0 1 2 0 1 2 2 0 1 1 2 2\n",
      " 2 2 0 0 0 0 2 2 0 0 0 0 0 1 2 2 2 1 2 1 0 0 2 0 2 0 1 2 1 2 2 1 0 1 2 2 0\n",
      " 0 1 2 0 0 2 1 0 2 1 1 2 2 1 0 2 1 0 2 0 0 0 1 0 1 1 0 2 1 1 2 1 0 2 1 1 2\n",
      " 1 2 0 0 2 2 1 1 0 0 1 2 1 0 1 0 2 1 0 2 1 2 1 0 1 2 0 0 1 1 0 2 1 0 0 1 1\n",
      " 1 1 1 1 0 0 2 0 0 0 1 0 1 2 2 2 1 1 0 0 0 0 1 1 1 2 1 0 1 2 2 1 0 2 1 2 2\n",
      " 1 0 0 1 1 2 0 2 1 0 2 0 0 0 1 2 2 2 0], edge_index=[2, 500], x=[100, 16], y=[100])\n",
      "Retrieve the list of graphs:\n",
      " 2\n"
     ]
    }
   ],
   "source": [
    "print(\"Number of graphs:\",batch.num_graphs)\n",
    "print(\"Graph at index 1:\",batch[1])\n",
    "print(\"Retrieve the list of graphs:\\n\",len(batch.to_data_list()))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "32b8802a",
   "metadata": {},
   "source": [
    "### Cluster"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ecb19f44",
   "metadata": {},
   "source": [
    "ClusterData groups the nodes of a graph into a specific number of cluster for faster computation in large graphs, then use ClusterLoader to load batches of clusters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "ef08ddca",
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "#cluster = data.ClusterData(graph, 5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "f54ec4eb",
   "metadata": {},
   "outputs": [],
   "source": [
    "#clusterloader = data.ClusterLoader(cluster)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8e3a37f3",
   "metadata": {},
   "source": [
    "### Sampler"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "65bcfadc",
   "metadata": {},
   "source": [
    "For each convolutional layer, sample a maximum of nodes from each neighborhood (as in GraphSAGE)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "0bc1e1e2",
   "metadata": {},
   "outputs": [],
   "source": [
    "sampler = data.NeighborSampler(graph.edge_index, sizes=[3,10], batch_size=4,\n",
    "                                  shuffle=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "c19950de",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(4, tensor([ 0,  1,  2,  3, 58, 26, 88, 34, 19, 56, 89, 31, 15, 57, 44, 94, 24, 61,\n",
      "        66, 73, 71, 49, 63, 92, 86,  5, 40, 97, 93, 18, 70, 72, 82, 78, 75, 53,\n",
      "        13, 33, 50, 96, 90, 81, 68, 47, 12, 36, 38, 37, 39, 80, 69, 29,  9, 10,\n",
      "        32, 79, 25,  8]), [EdgeIndex(edge_index=tensor([[ 4,  5,  6, 15, 16, 17, 18,  7,  8,  9, 13,  1, 10, 11, 12, 13, 14, 19,\n",
      "         20, 21, 22, 23, 24, 25, 26,  8, 27, 28, 29, 30, 31, 32, 11, 11, 15, 22,\n",
      "         33, 34, 35, 36, 37, 38, 39, 39, 40, 41, 41, 42, 43, 44, 45, 25, 46, 46,\n",
      "          6, 21, 42, 47, 48,  8, 24, 49, 50, 51,  6, 14, 22, 52, 53, 12, 16, 41,\n",
      "         53, 54, 25, 55, 56, 57],\n",
      "        [ 0,  0,  0,  0,  0,  0,  0,  1,  1,  1,  1,  2,  2,  2,  3,  3,  3,  3,\n",
      "          3,  3,  3,  4,  4,  4,  4,  5,  5,  5,  5,  5,  5,  5,  6,  6,  6,  6,\n",
      "          6,  6,  6,  6,  6,  6,  7,  7,  7,  7,  7,  8,  8,  8,  8,  9,  9,  9,\n",
      "         10, 10, 10, 10, 10, 11, 11, 11, 11, 11, 12, 12, 12, 12, 12, 13, 13, 13,\n",
      "         13, 13, 14, 14, 14, 14]]), e_id=tensor([291, 265, 174, 121, 245, 230,  58,  38, 428, 318, 316,  93,  88, 491,\n",
      "         40,  61, 177, 101, 310, 206, 431, 342, 139, 328, 470, 145, 362, 408,\n",
      "        172, 217, 295,  92, 308, 184, 283, 132, 244, 432,  29, 205, 418, 119,\n",
      "        167,  23,   1, 389, 266, 150, 176, 345, 382, 415, 196, 281,  19, 261,\n",
      "        385,   5, 290,  87, 358,  56, 123, 403, 209, 128, 463, 129, 346, 284,\n",
      "        199, 165,  96, 365, 374, 243, 458, 116]), size=(58, 15)), EdgeIndex(edge_index=tensor([[ 4,  5,  6,  7,  8,  9,  1, 10, 11, 12, 13, 14],\n",
      "        [ 0,  0,  0,  1,  1,  1,  2,  2,  2,  3,  3,  3]]), e_id=tensor([291, 265, 174,  38, 428, 318,  93,  88, 491,  40,  61, 177]), size=(15, 4))])\n"
     ]
    }
   ],
   "source": [
    "for s in sampler:\n",
    "    print(s)\n",
    "    break"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "ae79d471",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Batch size: 4\n",
      "Number of unique nodes involved in the sampling: 58\n",
      "Number of neighbors sampled: 78 12\n"
     ]
    }
   ],
   "source": [
    "print(\"Batch size:\", s[0])\n",
    "print(\"Number of unique nodes involved in the sampling:\",len(s[1]))\n",
    "print(\"Number of neighbors sampled:\", len(s[2][0].edge_index[0]), len(s[2][1].edge_index[0]))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "af5f7ea9",
   "metadata": {},
   "source": [
    "### Datasets"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7353ce32",
   "metadata": {},
   "source": [
    "List all the available datasets"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "3116f834",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['KarateClub',\n",
       " 'TUDataset',\n",
       " 'GNNBenchmarkDataset',\n",
       " 'Planetoid',\n",
       " 'NELL',\n",
       " 'CitationFull',\n",
       " 'CoraFull',\n",
       " 'Coauthor',\n",
       " 'Amazon',\n",
       " 'PPI',\n",
       " 'Reddit',\n",
       " 'Reddit2',\n",
       " 'Flickr',\n",
       " 'Yelp',\n",
       " 'QM7b',\n",
       " 'QM9',\n",
       " 'ZINC',\n",
       " 'MoleculeNet',\n",
       " 'Entities',\n",
       " 'GEDDataset',\n",
       " 'MNISTSuperpixels',\n",
       " 'FAUST',\n",
       " 'DynamicFAUST',\n",
       " 'ShapeNet',\n",
       " 'ModelNet',\n",
       " 'CoMA',\n",
       " 'SHREC2016',\n",
       " 'TOSCA',\n",
       " 'PCPNetDataset',\n",
       " 'S3DIS',\n",
       " 'GeometricShapes',\n",
       " 'BitcoinOTC',\n",
       " 'ICEWS18',\n",
       " 'GDELT',\n",
       " 'DBP15K',\n",
       " 'WILLOWObjectClass',\n",
       " 'PascalVOCKeypoints',\n",
       " 'PascalPF',\n",
       " 'SNAPDataset',\n",
       " 'SuiteSparseMatrixCollection',\n",
       " 'TrackMLParticleTrackingDataset',\n",
       " 'AMiner',\n",
       " 'WordNet18',\n",
       " 'WordNet18RR',\n",
       " 'WikiCS',\n",
       " 'WebKB',\n",
       " 'WikipediaNetwork',\n",
       " 'Actor',\n",
       " 'JODIEDataset',\n",
       " 'MixHopSyntheticDataset']"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "datasets.__all__"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "c16b6d08",
   "metadata": {},
   "outputs": [],
   "source": [
    "name = 'Cora'\n",
    "transform = transforms.Compose([\n",
    "    transforms.AddTrainValTestMask('train_rest', num_val=500, num_test=500),\n",
    "    transforms.TargetIndegree(),\n",
    "])\n",
    "cora = datasets.Planetoid('./data', name, pre_transform=transforms.NormalizeFeatures(), transform=transform)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "ed125ea6",
   "metadata": {},
   "outputs": [],
   "source": [
    "aids = datasets.TUDataset(root=\"./data\", name=\"AIDS\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "d435cff7",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AIDS info:\n",
      "# of graphs: 2000\n",
      "# Classes (graphs) 2\n",
      "# Edge features 3\n",
      "# Edge labels 3\n",
      "# Node features 38\n"
     ]
    }
   ],
   "source": [
    "print(\"AIDS info:\")\n",
    "print('# of graphs:', len(aids))\n",
    "print('# Classes (graphs)', aids.num_classes)\n",
    "print('# Edge features', aids.num_edge_features)\n",
    "print('# Edge labels', aids.num_edge_labels)\n",
    "print('# Node features', aids.num_node_features)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "3aee1614",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cora info:\n",
      "# of graphs: 1\n",
      "# Classes (nodes) 7\n",
      "# Edge features 1\n",
      "# Node features 1433\n"
     ]
    }
   ],
   "source": [
    "print(\"Cora info:\")\n",
    "print('# of graphs:', len(cora))\n",
    "print('# Classes (nodes)', cora.num_classes)\n",
    "print('# Edge features', cora.num_edge_features)\n",
    "print('# Node features', cora.num_node_features)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "bc515412",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Data(edge_attr=[64780, 3], edge_index=[2, 64780], x=[31385, 38], y=[2000])"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "aids.data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "01156378",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Data(edge_attr=[106, 3], edge_index=[2, 106], x=[47, 38], y=[1])"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "aids[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "b5f2969b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Data(edge_index=[2, 10556], test_mask=[2708], train_mask=[2708], val_mask=[2708], x=[2708, 1433], y=[2708])"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cora.data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "9c3c5687",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Data(edge_attr=[10556, 1], edge_index=[2, 10556], test_mask=[2708], train_mask=[2708], val_mask=[2708], x=[2708, 1433], y=[2708])"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cora[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "be4f3c84",
   "metadata": {},
   "outputs": [],
   "source": [
    "cora_loader = data.DataLoader(cora)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "fa2dd7c9",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Batch(batch=[2708], edge_attr=[10556, 1], edge_index=[2, 10556], ptr=[2], test_mask=[2708], train_mask=[2708], val_mask=[2708], x=[2708, 1433], y=[2708])\n"
     ]
    }
   ],
   "source": [
    "for l in cora_loader:\n",
    "    print(l)\n",
    "    break"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ae6db427",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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